MCP servers that extend AI capabilities with additional models, embeddings, and AI-powered services. Connect OpenAI, Anthropic, and other AI providers.
624 servers available
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
Ephemeral data sandbox for AI workflows with guardrails and security
Access live company and contact data from Explorium's AgentSource B2B platform.
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
MCP server for progressive tool usage at any scale (see https://klavis.ai)
Analytics for business data: upload CSV or connect GA4/GSC, run ML/stats, get HTML reports.
PreClick scans links for threats and confirms intent match with high accuracy before agents click.
Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects
Fetch current stock prices and key data for symbols across global markets. Look up companies like…
Fetch the latest available stock quotes by ticker symbol across international markets. Check price…
Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…
Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…
Generate tailored quality criteria and scoring guides from your task descriptions. Refine objectiv…
Manage your family's calendars and lists in Cozi. View, create, and update appointments; organize…
Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
Discover available topics and explore up-to-date, topic-tagged web content. Search to surface the…
Provide real-time cryptocurrency price data and market analysis.
Access and interact with anime and manga data seamlessly. Retrieve detailed information about your…
Interact with your HackMD notes and teams seamlessly. Manage your notes, view reading history, and…
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and ETFs.
Detect grooming, bullying, fraud, and 16+ online threats across text, voice, image, and video.
PreClick scans links for threats and confirms intent match with high accuracy before agents click.
Build and publish websites through AI conversation.
Read-only fantasy analysis for ESPN, Yahoo, and Sleeper leagues via MCP
AI knowledge graph for architecture, portfolio, and digital strategy management.
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
Flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs.
Geospatial MCP server for earthquake, tsunami, volcano, disaster, and FX data queries.
Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.
Independent AI certification authority. Trust scores, search, comparison, and verification.
Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
An MCP server connects your AI assistants to Infrahub using the open MCP standard.
A basic MCP server to operate on the Postman API.
Code Intelligence Platform for AI Coding Assistants
Deploy static sites instantly from AI agents — no account required
52 MCP tools for AI social media: create, distribute, analyze, and optimize content.
Create AI-powered short-form video clips from YouTube videos. Supports webhook callbacks.
MCP server integrating with Stripe - tools for customers, products, payments, and more.
The Teamwork.com official MCP server helps teams efficiently manage client projects with AI.
MCP server for verifying EUDI/Talao wallet data via OIDC4VP (pull) for AI agents.
Structured failure knowledge for AI agents — dead ends, workarounds, error chains
Encrypted environment variable vault with AI access policies, keeping secrets safe from AI agents.
AI-powered bookkeeping and tax filing for entrepreneurs at the heart of the European economy.
JustCall MCP Server enables LLMs and AI agents to make voice calls and send SMS via JustCall APIs.
Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass.
Direct access to Cypress tests results and accessibility reports in your AI workflow.
AI-native business management — 52 tools for invoicing, CRM, accounting & tax.
1,589 tools, 102 services. Stripe, Slack, CRM, GitHub, Supabase + 97 more. One install.
Job search automation, auto apply, resume builder, application tracking, and recruiter outreach
MCP server for ZenMoney personal finance app
MCP Server for stock and crypto
MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk
MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器，为AI提供搜索影视播放地址的能力，并支持在小米等安卓电视/投影仪上直接播放
400+ ServiceNow MCP tools + 26 AI capabilities + fluent query, batch API, BYOK mode.
400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.
AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)
An MCP server for Apache Airflow
Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.
MCP server for Flux AI image generation
MCP server for Midjourney AI image generation and editing
MCP server for NanoBanana AI image generation and editing
MCP server for ByteDance Seedream AI image generation
Multi-agent memory intelligence with expertise tracking and conflict detection
Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
Control your real Chrome from Claude Code. 29 tools with CAPTCHA solving and multi-session.
MCP Server for SlimContext - AI chat history compression tools
Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
HREVN trust layer for baseline diagnostics and verifiable workflow integrity for AI agents.
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted, crypto payments.
MCP server and CLI for the UK Companies House API. Search, filings, officers, due diligence.
Persistent memory and drift detection for AI agents across session restarts.
MCP server for searching Airweave collections with natural language queries.
Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/PL/CF statements.
An MCP server that provides persistent multimodal context storage for LLM agents.
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
Granular permission gateway for MCP agents. Per-agent scopes for Google Drive, Gmail, Calendar.
MCP server for Adobe Photoshop automation - control Photoshop from AI assistants
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipelines
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker
25 tools for searching, analyzing, and exploring your iMessage history on macOS.
Web search that doesn't wreck your AI's memory.
Production readiness for vibe-coded apps. 52 checks for security, reliability, and performance.
Manage Proxmox VE clusters through AI assistants — VMs, containers, and more
A Model Context Protocol server for generating charts using AntV.
Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.
Constitutional AI governance server with 5-organ Trinity and enforced floors F1-F13.
Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-in-loop by design.
MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking
MCP server that turns AI into an SVG artist. One rendering engine, AI decides everything.
EU AI Act compliance MCP server. Scans AI codebases, classifies risk, provides remediation guidance.
Detect fabrication and hallucination in any LLM output. 30+ models supported.
Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube, PDF, DOCX.
Propstack CRM MCP: search contacts, manage properties, track deals, schedule viewings.
Formally verified AI safety APIs. Pay-per-call via USDC (x402). 75+ endpoints, no signup.
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.
Lightning-paid AI reasoning and decisions for agents. L402 Bitcoin payments, no subscriptions.
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)
Local-first knowledge management with bi-directional LLM sync via Markdown files.
Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.
One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright
AI code research platform. Search, analyze, and extract insights from any GitHub repository.
12 deterministic calendar tools — temporal context, scheduling, availability, and booking
Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security
MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness and more.
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cycles & more
Live data for AI agents: search, research, markets, crypto, X/Twitter. Pay per call.
MCP server for coding-agent traces, alerts, costs, usage, and budget health.
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero config.
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
MCP server for AI web browser automation using Browserbase and Stagehand
Stop copy-pasting between Claude Chat and Claude Code.
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling
Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB
18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.
Natural language-driven spatial transcriptomics analysis with 60+ methods via MCP
Persistent memory for AI coding tools via MCP. Remembers across sessions and machines.
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
An MCP server that validates content against MCP specification using semantic search and AI
Save and query market signals from your AI conversations.
Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
Autonomous AI development system with persistent task queue and background execution
Domain-specific LLM fine-tuning — sovereign models trained on your data, zero infrastructure.
A powerful MCP server for AI-driven Jupyter Notebook management and execution
Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.
MCP server for credential isolation — bots use passwords and API keys without seeing them
MCP server for Commodore 64 Ultimate hardware and VICE emulator control.
Apple Music MCP server — search catalog, manage playlists, and access your library via Claude.
AI-powered infrastructure monitoring — health, incidents, predictions, RCA, deploy safety
MCP server for code structure analysis using tree-sitter.
An MCP server that provides LinkedIn & Reddit data
IMAP/SMTP email MCP server — 47 tools, IMAP IDLE push, multi-account, AI triage.
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
AI agent control of 3D printers — 432 tools for OctoPrint, Moonraker, Bambu, Prusa, Elegoo
Indexes your codebase's public API and serves it via compact MCP tool responses.
Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.
AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment
32 creative AI tools (18 free) for agents: generate, upscale, mockup, print, watermark.
An MCP server for natural language inference
Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).
Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.
Search scientific papers with structured experimental data from full-text studies
Real-time news with bias scoring, live market data, and AI-powered options pricing
AI-powered content processing with 226 Fabric patterns for writing, analysis, and code generation.
Open source contribution manager with PR tracking, issue discovery, and CI diagnosis
38 MCP tools give AI agents live Rails schema, routes, models, and conventions.
Meta Ads MCP server — run Facebook ad campaigns from your terminal or AI agent.
MCP server for full transaction and token history on EVM and UTXO addresses via Crypto APIs
MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addresses via Crypto APIs
MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains via Crypto APIs
MCP server for subscribing to and managing on-chain event webhooks via Crypto APIs
MCP server for fee recommendations and gas estimation on EVM, UTXO, XRP via Crypto APIs
MCP server for broadcasting signed raw transactions to multiple blockchains via Crypto APIs
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Crypto APIs
MCP server for HD wallet management, balance, and sync on EVM, UTXO, XRP via Crypto APIs
MCP server for cryptocurrency asset prices, exchange rates, and market metadata via Crypto APIs
MCP server for building unsigned transactions on multiple blockchains via Crypto APIs
MCP server for local transaction signing on EVM, UTXO, Tron, and XRP — no API calls needed
MCP server for dry-run EVM transaction simulation via Crypto APIs
MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Crypto APIs
MCP server for address derivation and encoding utilities across multiple blockchains via Crypto APIs
Exercise-to-muscle mapping: 856 exercises, 65 muscles, workout analysis & alternatives.
Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments.
An MCP Server for computer-use in Windows OS
Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller responses)
Lightweight WordPress MCP server - 42 tools, token-optimized (95% smaller responses)
ClinicalTrials.gov MCP server. Search studies, retrieve results, match patients to eligible trials.
Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more.
Agent-native TypeScript framework for building MCP servers with declarative definitions.
TypeScript template for building MCP servers with declarative tooling, observability, and auth.
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
A sandboxed MCP tool for reverse engineering with multiple tool integrations
An MCP server that gives LLMs persistent, searchable semantic memory
MCP-compatible LLM gateway that proxies completion requests.
MCP server exposing Qiskit 2.3.1 quantum computing functionality
A sandboxed MCP tool for reverse engineering with multiple tool integrations
Real-time LLM/VLM benchmarks, pricing, and recommendations. 336+ models, 5 sources.
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows
Give your AI agent a real phone number for SMS verification codes.
Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.
Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI
Local stdio MCP server for searching and analyzing the Philippine schools masterlist dataset.
MCP server for the OVH API. Explore and call any OVH endpoint via sandboxed JS.
Structured failure knowledge for AI agents — dead ends, workarounds, error chains
Jira MCP server with scoped API tokens via api.atlassian.com gateway
Model Context Protocol (MCP) server for DeployHQ API integration
Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs
GitLab MCP Server with progressive disclosure - 2 meta-tools, 90% token reduction
Operate Unblu deployments: health checks, conversation ops, and 300+ API endpoints
Crash-proof LLM pipelines. Resumes from failure without a database.
Save up to 80% tokens when AI reads code via AST-aware structural reading
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.
Inspect and edit Three.js scenes, materials, shaders, lights in real time from any AI agent
Turn any GraphQL API into MCP tools. Zero config, zero code.
Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code.
Fast domain availability checker with pricing comparison and AI-powered suggestions.
AI copilot for Ableton Live 12 — 96 MCP tools for music production and mixing
MCP gateway with authorization, credential injection, audit logging, and output policies.
Dead code, security, secrets detection and code quality for Python, TypeScript, Go.
A fully functional MCP server and CLI for YouTube
Decompose text into classified semantic units. Authority, risk, attention. No LLM.
Flight search & booking for AI agents. 400+ airlines, 75 free local connectors.
Structural similarity-based code filter. Stops malicious code pattern reaching execution tools.
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.
AI image, video & music generation. Flux, Veo 3.1, Suno V5. Free tier included.
Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools
Content-addressed semantics: fail-closed handshakes over 453 cognitive patterns.
Persistent reasoning memory for AI agents via typed cognitive nodes and supersedes edges.
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
Real Chrome profiles with site intelligence — already logged in, PII anonymization, sessions persist
AI-powered invoice automation. Create invoices, track payments, and manage cash flow.
AI-powered lead qualification engine for MCP. Ingest, enrich, score, and export leads to your CRM.
AI e-commerce operations. Inventory, pricing, segmentation, and analytics.
CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+)
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking, SuiNS, analytics
IBM watsonx.ai MCP server for Claude integration
Swiss Federal Railways (SBB/CFF/FFS) — train schedules, prices, and ticket links
Generate academic papers with AI agents and verified citations via OpenPaper.dev
Browser automation MCP server with 66 tools. Pure CDP, DOM diffing, vision hybrid.
Encrypted environment variable vault with AI access policies, keeping secrets safe from AI agents.
Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.
Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.
AI-powered brand identity generation via MCP with design tokens, typography, and logo assets.
Forge Space MCP server for UI and backend generation via stdio transport.
stdio bridge for the local Unity Editor MCP server from FunseaAI/unity-mcp.
Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.
CesiumJS API docs, code generation and development tools for IDE AI assistants.
AI-powered 3D globe control via MCP. Camera, layers, markers, spatial analysis with CesiumJS.
A smart MCP server for AniList that gets your anime/manga taste - not just API calls.
A smart MCP server for AniList that gets your anime/manga taste - not just API calls.
AI agent dating — personality matching, compatibility scoring, and real conversations on inbed.ai
MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN earnings
MCP server for Duplicacy — monitor backup status and Prometheus metrics
MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device management
MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints
MCP server for Pumperly — query fuel prices, find stations, and plan routes
MCP server for Telegram Archive — search messages, browse chats, and access history
MCP package manager with trust scoring. Search, install, and audit MCP servers.
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
Persistent institutional memory for AI coding agents. Memory that compounds.
Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transports.
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
MCP Toolbox for Databases enables your agent to connect to your database.
MCP Toolbox for Databases enables your agent to connect to your database.
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.
An MCP server for automatic license plate recognition
400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots.
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.
Persistent cloud memory for Ai coding assistants. 29 MCP tools. Encrypted at rest.
MCP server for Hostinger API
Multi-URL comparative content analysis with topical gap detection
Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.
MCP server for SearXNG — privacy-respecting web search with pagination, URL reading
MCP server for Financial Modeling Prep API with 250+ financial data tools
Connect RStudio to AI assistants for interactive R coding and data analysis.
Build and manage policy-compliant AI agents with safety enforcement and compliance checking
eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astronomy, and user-agent.
The agent eval standard for MCP. Score every agent output for quality, safety, and cost.
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
Durable memory for AI agents — fact extraction, hybrid retrieval, temporal graph. SQLite.
Job search and ranking pipeline via MCP for Claude Desktop.
Instant Backend for SMBs: pages, payments, eSign AES eIDAS, notifications, inventory, reports
Oracle Cloud Infrastructure pricing data with cost calculators and comparisons
Real-time curated crypto news for AI agents with sentiment, recaps, and search.
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
Graph-powered code intelligence with semantic search and knowledge graph for AI assistants
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
Google Gemini image generation, editing, and local processing via MCP
Persistent knowledge graph for AI workflows with context tiers and .kin inheritance.
FIFA World Cup 2026 data: matches, teams, venues, city guides, fan zones, and more.
An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and more.
Slack MCP for self-host or managed Cloud, with Gemini CLI and secure-default HTTP.
MCP server for automated web accessibility scanning with Playwright and Axe-core.
Production-ready MCP server for PDF processing with intelligent caching.
Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.
AI-powered Kanban TUI for autonomous development workflows with agent orchestration
Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.
Web search, content extraction, PDF parsing, plus datetime and geolocation tools. No API keys.
MCP server for searching and reading PmWiki pages with text queries and group filtering.
Turn Reddit's chaos into structured insights with full citations - MCP server for Reddit research
MCP server for Pyxel, a retro game engine for Python
AI governance engine — decision controls, compliance, audit chains, knowledge packs.
Connect to Kontent.ai to manage content, types, taxonomies, and workflows via natural language
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection
Svenska Riksdagens och Regeringskansliets öppna data - 27 verktyg för politik, dokument och analys
MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Education
MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants
Collaboration rooms for AI agents. Real-time messaging + standard git.
Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.
45+ interactive charts, dashboards, and KPIs inside any AI conversation
Access your Patreon creator data - campaigns, patrons, tiers, and posts.
MCP server for Trading 212 API - portfolio, orders, pies, dividends, and analytics
Deterministic layered code graph MCP server with framework overlays and SCIP interop.
Hash-verified file editing MCP server with token efficiency hook for AI coding agents.
Token-efficient SSH MCP server with hash-verified remote file operations. 8 tools.
Multi-model AI gateway — 8 providers plus local models, no system prompt injection.
Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mailbox management.
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and settings via Graph API.
Generate academic diagrams and statistical plots from text using multi-agent AI.
AI startup due diligence — screen companies across 7 dimensions, get a Sieve Score.
Persistent memory for Claude Code — offline, single-file, hybrid search.
PostgreSQL-backed virtual filesystem for agents: session isolation, shared stores, POSIX ops, RLS.
Claude Code creature collection game. Hatch buddies, pet to boost roll luck, complete the BuddyDex.
Universal MCP Server with advanced AI memory capabilities and semantic search.
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions
Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.
Invoke a Watson Orchestrate agent via MCP. Configure with WO_AGENT_ID.
Access Mastercard Developers APIs, documentation, and API specifications through MCP.
MCP server providing AI assistants with safe, read-only SQL Server access
Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.
AI meal planning: generate weekly plans, manage recipes, and send groceries to Kroger.
AI Agents Framework with Self Reflection and MCP support
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client
Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools across 10 domains.
MCP relay server for Claude Desktop <-> Claude Code communication
Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms
OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocation.
MCP server for AI agent bank accounts on Sui — 23 tools, 15 prompts, stdio transport
Connect your Oura Ring to Claude AI assistants. Health metrics with smart analysis tools.
MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull reports.
On-demand Obsidian vault access for AI coding assistants — 17 tools, 5 resources, 4 prompts.
Cross-platform MCP server for system clipboard access (read, write, watch)
Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.
MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance.
Search Canadian case law, browse legislation, and check citations via the CanLII API.
SQL analytics and data engineering for AI Assistants and IDEs
Extract YouTube transcripts for AI agents. Clean text or timestamped segments.
🚀 Kill the Junior AI Era. 🤖 Level up AI code to automatically Principal standards. 🛡️ Quality Gate ✨
AI-Powered Development Toolkit with 21 tools for code quality, project management, and UI/UX design.
MCP Server for publicly available Indian Mutual Funds data
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.
Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.
UCAI — The ABI-to-MCP Server Generator. Convert any smart contract ABI into an AI-ready MCP server.
Interact with Coda.io documents, tables, and rows via the Coda API
Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.
On-demand access to 150+ specialist AI agent templates — search, browse, and spawn agents
Query AI model benchmarks, pricing, and comparisons from rival.tips
Connect Claude to Calendly — schedule meetings, check availability, manage events
Cross-session memory for Claude Code — context capture, semantic search, recall
Connect Claude to QuickBooks Online — query finances, create invoices, run reports
Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.
MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config
MCP server for Docker — manage containers, images, volumes, and compose services from your IDE
GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.
Markdown MCP — search, extract sections, list headings, find code blocks.
npm MCP — search packages, bundle sizes, vulnerabilities, compare downloads.
MCP server + Chrome extension for AI browser control with real sessions.
AWS S3 MCP — list buckets, browse objects, upload/download, presigned URLs.
Web scraping MCP — extract clean markdown, links, and metadata from any URL.
SQLite MCP — query databases, inspect schemas, explain queries, export data.
Access the GLEIF LEI database for company verification, KYC, and ownership research.
Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.
Control Miro whiteboards with AI. 77 tools for boards, diagrams, mindmaps.
Access Nordic business registries (Norway, Denmark, Finland, Sweden). 23 tools.
Talk to roadmaps with AI. Query and manage bars, OKRs, ideas, and launches.
Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.
Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.
Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ tools
MCP-to-ACP bridge — let any MCP client drive ACP coding agents
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as DOCX files.
Encrypted mail, shared memory, and persistent context for AI agents.
Score your specs before feeding them to an LLM. MCP server with radar chart visualization.
MCP server providing Prometheus metrics access and PromQL query execution for AI assistants
A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants
Security-hardened NotebookLM MCP with post-quantum encryption
Security-first MCP gateway for Odoo 17/18/19 — YAML-driven security, 27 tools
MCP planning server for AI agents — plan management, full-text search, and task lifecycle
AI-powered medical document management for cancer patients. Google Drive, Gmail, Calendar via MCP.
Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI
Two-layer memory for AI agents with an immune system. Zero dependencies.
Cognitive architecture MCP server with memory, learning, and contextual understanding
Behavioral trust scoring: domains, GitHub repos, npm, PyPI packages.
MCP server for generating rough-draft project plans from natural-language prompts.
N-to-1 MCP Orchestration. Unified gateway for multiple MCP servers with intelligent tool discovery.
Free execution-focused playbooks. Brainstorm with other agents. Tip if helpful.
263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.
Real-time world news for AI agents. 50+ regions, topic filtering. Free, no API key.
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Libraries
MCP server for searching MCP protocol documentation
Identity infrastructure for AI agents. Evolving persona, session continuity, self-tuning retrieval.
Real-time web intelligence for AI agents. 11 tools, no API keys. GitHub, HN, Reddit, arXiv & more.
Behavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP
MCP server enabling AI clients to interact with any MediaWiki wiki through standard tools
Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary
PubNub Model Context Protocol MCP Server for Cursor and Claude
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.
62 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, code generation.
Ideogram V3 API — generate, edit, remix, reframe, replace background, upscale images
ADIF 3.1.6 parser and validator for amateur radio QSO logs. Full spec coverage.
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.
Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.
Submit podcast orders, check status, and manage webhooks via Barevalue editing API.
On-chain wallet analytics and trading strategies on Base for AI assistants
Bridge Claude Code with Perplexity Comet for autonomous browsing and tab management
MCP server for the Rclone RC API, with selectable toolsets.
Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, errors.
Multi-model AI orchestration MCP server with code review, compare, and debate tools.
Persistent AI memory with entity resolution, temporal knowledge graph & 11 MCP tools.
Quality gates for AI agents. Lint, test, build checks with memory persistence.
Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemium.
138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking
The most complete MCP server for n8n — 43 tools for workflows, data tables, and more.
Secure secrets proxy for AI agents — manages API keys so agents never see raw credentials.
Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation
31 image tools: free local editing, AI background removal, and product photos
MCP server for fixing static analysis issues from SARIF reports with AI agents
MCP server for browsing, searching, exporting, and backing up your Cursor AI chat history
MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.
Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast
Precision astronomical ephemeris and planetary positions via the Swiss Ephemeris.
Twitter/X scraping API for AI agents. Get profiles, tweets, trends, and more.
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for LLMs
Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall
Open-source MCP proxy for AI agent access control with CEL policies, RBAC, and audit.
Let LLM help you achieve your regression analysis with Stata
MCP server for web page and cross-platform system screenshots (macOS, Linux, Windows)
MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.
On-chain economy for AI agents: escrow, marketplace, data rights, reputation, disputes.
Emotional intelligence for AI agents: neurotransmitter mood, personality, empathy, trait drift.
Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search, and SMS.
Notion MCP server — search, export, and import pages as markdown
AI social media agent — generate content, auto-pilot posting, analytics for 9+ platforms.
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
AI image generation and editing with prompt optimization and quality presets. Powered by Nano Banana
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
Git-native project memory for AI assistants with enterprise-grade audit compliance
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL + Markdown).
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and architecture
AI business intelligence: competitor analysis, web scoring, reviews, market research
AI-powered browser automation — navigate, click, fill forms, and extract data from any website.
AI cost tracking: 11 tools for spend, budgets, and Claude Code + Cursor + Cline costs
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing, undo/redo.
An MCP server that enables integration with SonarQube Server or Cloud for code quality and security.
Korean government open data - weather, population, law search via data.go.kr
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3-verified.
Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.
MCP adapter for Engram - organizational memory for AI agents
Interactive LeetCode MCP server with authorization and solution submission capabilities
Search and resume past Claude Code conversations. An elephant never forgets.
Multi-model AI brainstorming debates with code review and quick perspectives
Structured thinking + steel-manning verification for AI agents. Backed by 43+ papers.
AI-optimized patent data marketplace providing structured JSON datasets.
Dart AI task management MCP with batch operations, DartQL selectors, CSV import, zero context rot
MCP server for Cyberbro IOC extraction, enrichment and reputation analysis.
MCP server for StarSinger AI music catalog — search, stream & browse AI-generated tracks
Federal Reserve Economic Data (FRED) MCP Server - Access all 800,000+ economic time series
SEC EDGAR MCP server that provides access to the US public filings through the US SEC EDGAR API
MCP server for React Native/Expo runtime debugging, inspection, and automation via Metro/CDP
Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.
38 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
Persistent zero-knowledge memory for AI agents. AES-256-GCM encryption, PII redaction.
AI personas navigate your web app in real browsers, find bugs and UX issues. No scripts needed.
Full CRUD MCP server for FactorialHR: employees, teams, time off, projects, ATS, payroll.
Premium AI integration. Tasks, lists, docs, folders, time. 50+ tools. Instant setup.
Search 150M+ academic works, journals, and funders via Crossref API.
Access European statistics: GDP, unemployment, inflation, population data.
Search FDA safety data: drug adverse events, recalls, and device events.
Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.
Search SEC EDGAR filings, financial statements, and company data.
Query US Census Bureau data: demographics, economics, and housing statistics.
Access World Bank development indicators for 200+ countries.
Extract shoppable products from newsletter content with affiliate signals.
Extract product mentions from podcast transcripts with affiliate signals. Free tier 200/day.
Extract shoppable ingredients from recipe content with affiliate signals.
Trade Robinhood through natural language in Claude Code.
AI E2E testing bridge — give AI eyes and hands inside any app. 8 platforms, 40+ tools.
18 deterministic calendar tools: contact resolution, temporal context, availability, booking
MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 tools
MCP server for 1C REST API -- catalogs, documents. Basic Auth, configurable base URL.
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
MCP server for Bitrix24 CRM — deals, contacts, tasks via webhook API.
MCP server for Boxberry delivery API — city/point search, delivery calculation, tracking. 4 tools.
MCP server for Calltouch API — call tracking, call statistics. Token auth.
MCP server for Central Bank of Russia API — currency rates, key rate, precious metals, conversion.
MCP server for CDEK delivery API — tariff calculation, order creation, tracking, cities, PVZ pickup
MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification. No auth needed for
MCP server for CloudPayments API — charge, auth, confirm, void, refund, find transaction. 6 tools.
MCP server for DaData.ru — address validation, company lookup, geocoding. 31 tools.
MCP server for Delovye Linii (Деловые Линии) delivery API — tariff calculation, city search, tracki
MCP server for ELMA365 API — app items, BPM tasks. 3 tools.
MCP server for GetCourse API -- users, deals.
MCP server for Sber GigaChat API — chat completions, models, embeddings.
MCP server for hh.ru jobs API — vacancy search, salary stats, employers, regions. Public endpoints,
MCP server for HuntFlow ATS API — vacancies, candidates, applicants for recruiting.
MCP server for JivoSite API — chats, agents, visitors. 3 tools.
MCP server for Kaiten API — cards, boards. 3 tools.
MCP server for Kaspi.kz Shop API -- orders and products.
MCP server for Kontur.Focus API — company search, brief reports, financial analytics, counterparty
MCP server for Mango Office API — calls, users. 2 tools.
MCP server for Megaplan — tasks, deals management via API v3.
MCP server for Mindbox CDP API — customer profiles, orders, segments. 3 tools.
MCP server for MoySklad (МойСклад) — products, stock, orders, counterparties.
MCP server for MTS Exolve API — SMS, calls. 3 tools.
MCP server for Planfix API — tasks, contacts. 3 tools.
MCP server for Russian Post (Почта России) API — tracking, tariff calculation, post office search.
MCP server for RetailCRM — orders, customers management via API v5.
MCP server for Robokassa payment API — generate payment URLs, check invoice status. First MCP for R
MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
MCP server for Sber SaluteSpeech API — speech recognition and synthesis.
MCP server for Sberbank API — accounts, statements. Bearer token auth.
MCP server for SendPulse API — mailing lists, email sending, statistics. OAuth2 auth.
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.
MCP server for Tilda API — projects, pages. 3 tools.
MCP server for T-Kassa (T-Bank/Tinkoff) payment API — payments, refunds. 5 tools. First MCP for T-K
MCP server for Travelpayouts API -- flight search, popular routes, price calendar.
MCP server for UniSender API — email lists, campaigns, contacts. API key auth.
MCP server for VK API — wall posts, news search, users, groups. 4 tools.
MCP server for Voximplant API — call history, users, SMS. 3 tools.
MCP server for Yandex.Direct API — campaigns, ads, statistics, keywords. Bearer token auth.
MCP server for Yandex.Metrika API — counters, reports, visitors, traffic sources. Bearer token auth
MCP server for Yandex SpeechKit API — speech recognition and synthesis.
MCP server for Yandex.Webmaster API — hosts, search queries, indexing status. Bearer token auth.
MCP server for Yandex GPT API — text completion, async completion, tokenization.
MCP server for YooKassa payment API — payments, refunds, receipts (54-FZ). 10 tools. First MCP for
Connect your AI to social media. Create, schedule, and publish posts to 9+ platforms.
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.
Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
Auto-classifies prompt complexity and routes to the right Claude thinking mode. No API key needed.
MCP server for full Godot 4.x engine control with 165 tools for AI-driven game development
MCP server for DataHub data catalogs. Discover datasets, explore lineage, and access metadata.
API marketplace for AI agents — 100 services, 87 free, one API key
AI image generation and editing with Google Gemini. Structured JSON editing.
Up-to-date code docs for any prompt
Open-source web scraper for AI agents with scrape, crawl, and map tools
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.
MCP server for Monarch Money — accounts, transactions, budgets, cashflow, investments, and more
Convert, validate, and inspect AI agent memories across formats
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Persistent memory for AI assistants. Store, search, and recall across sessions.
Graph-vector memory for AI assistants using FalkorDB and Qdrant
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.
MCP server for Jira and Confluence — sprints, agile boards, attachments, versions, calendars.
MCP server for Coda API — docs, pages, tables, rows, formulas, permissions, and automation.
MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
Hosted MCP server for finding authoritative primary data sources and official portals.
Open a Vivid Business account from your AI chat via MCP.
Figma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools.
Governance proxy for MCP servers — policy evaluation, human approval, audit trails.
The payment protocol for people and agents. One MCP server, any payment rail.
244 WhatsApp Business AI tools for messaging, automation, marketing, CRM and Shopify
Free certification prep for the Claude Certified Architect exam by Connectry LABS
MCP server for Front: conversations, contacts, messages, tags, and inbox workflows.
Code intelligence MCP server for 17+ programming languages.
Manage adaptive cron jobs and HTTP endpoint scheduling via AI assistants.
Decision intelligence for AI agents. 19 ML algorithms, 12 tools, sub-25ms.
Automated time series forecasting with model search, anomaly detection, and event risk analysis
View ROS 2 nodes and topics, and call services and actions via MCP
SupraWall security gateway for AI agents. Provides deterministic guardrails for MCP agents.
Persistent project context. 33 tools. AI format interop. IANA-registered. #2759
Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, VS Code.
First MCP server for Grok. URL-based AI context using IANA .faf format.
RMCP-powered FAF server. 8 tools. Rust-native. IANA-registered .faf format.
Web search that doesn't wreck your AI's memory.
Web search that doesn't wreck your AI's memory.
MCP server bridging AI assistants to OpenAI Codex CLI for code analysis and review
Feature-rich MCP for controlling Jira through LLM clients. Safe for corporate environments.
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sign.
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
Read-only MCP server for the local Campus Copilot BFF and imported workspace snapshots.
Spawn multiple specialized Codex agents as MCP servers, each independently configured.
AI-powered native browser with 12 MCP tools. ~30 tokens per page.
AI agents get on-chain identity, credentials, reputation, escrow, and persistent memory on XRPL.
Search and query HackTricks pentesting documentation with quick lookup and section extraction
Convert PDF, DOCX, HTML, Markdown, and Text for AI assistant context injection.
MCP Server that renders JavaScript SPA pages and extracts LLM-ready Markdown content
Git repo intelligence: summaries, blame, changelogs, branch health, and history search
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
Website health analysis: SEO, accessibility, performance, security, and broken links
Live Microsoft Word editing via MCP — tracked changes, undo, comments, 40+ tools
Time MCP Server, giving LLMs time awareness capabilities.
Search, inspect, preview, and create .NET projects from dotnet new templates via AI agents.
AniList MCP server for accessing AniList API data
A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.
MCP server for YADE — open-source DEM engine. Browse API docs, run simulations, manage tasks.
Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat fee.
Convert web pages to clean, LLM-optimized Markdown. No browser needed.
Twitter/X analysis without token waste. Fetch tweets, download media. No API key.
Query and manage Microsoft Dynamics 365 Finance & Operations via MCP
Manage Zscaler Zero Trust Exchange via 280+ tools — ZPA, ZIA, ZDX, ZCC, EASM, and more.
31 tools for blockchain data, live chain queries, and API documentation
Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
AI browser automation. Write async Python to navigate, click, type, and extract data.
MCP server for self-hosted Gotify push notifications and message management.
MCP server for Overseerr media requests and discovery.
MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
