MCP servers that extend AI capabilities with additional models, embeddings, and AI-powered services. Connect OpenAI, Anthropic, and other AI providers.
289 servers available
Ephemeral data sandbox for AI workflows with guardrails and security
Access live company and contact data from Explorium's AgentSource B2B platform.
MCP server for progressive tool usage at any scale (see https://klavis.ai)
MCP Analytics, searchable tools and reports with interactive HTML visualization
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…
Scans links for threats and confirms intent alignment with high accuracy.
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.
Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.
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.
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
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.
Universal AI API Orchestrator — 564 tools, 26 services. Vault, Deed Transfer, App Engine.
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 with web dashboard and desktop app.
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
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
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.
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
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker
25 tools for searching, analyzing, and exploring your iMessage history on macOS.
Production readiness for vibe-coded apps. 52 checks for security, reliability, and performance.
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.
EU AI Act compliance MCP server. Scans AI codebases, classifies risk, provides remediation guidance.
Propstack CRM MCP: search contacts, manage properties, track deals, schedule viewings.
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.
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)
Local-first knowledge management with bi-directional LLM sync via Markdown files.
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
BlockRun MCP Server - Access 30+ AI models via x402 micropayments. No API keys needed.
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.
Minimal Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB
Natural language-driven spatial transcriptomics analysis with 60+ methods via MCP
An MCP server that validates content against MCP specification using semantic search and AI
Autonomous AI development system with persistent task queue and background execution
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
AI-powered infrastructure monitoring — health, incidents, predictions, RCA, deploy safety
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.
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
AI-powered content processing with 226 Fabric patterns for writing, analysis, and code generation.
Exercise-to-muscle mapping: 856 exercises, 65 muscles, workout analysis & alternatives.
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)
MCP server for ClinicalTrials.gov v2 API. Search, retrieve, compare, and analyze trials.
Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more.
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
Real-time LLM/VLM benchmarks, pricing, and recommendations. 336+ models, 5 sources.
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
Structured failure knowledge for AI agents — dead ends, workarounds, error chains
Model Context Protocol (MCP) server for DeployHQ API integration
GitLab MCP Server with progressive disclosure - 5 meta-tools, 90% token reduction
Fast domain availability checker with pricing comparison and AI-powered suggestions.
A fully functional MCP server and CLI for YouTube
Decompose text into classified semantic units. Authority, risk, attention. No LLM.
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.
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
IBM watsonx.ai MCP server for Claude integration
Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.
A smart MCP server for AniList that gets your anime/manga taste - not just API calls.
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 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.
Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.
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.
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
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
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
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
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
Session-based Slack access for Claude: DMs, channels, search, and threads via your Slack session.
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.
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
Enterprise AI governance: audit trails, compliance, human-in-the-loop gates for Claude.
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
Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.
Access your Patreon creator data - campaigns, patrons, tiers, and posts.
Multi-model AI gateway — 8 providers plus local models, no system prompt injection.
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.
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.
MCP server providing AI assistants with safe, read-only SQL Server access
AI Agents Framework with Self Reflection and MCP support
Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client
MCP relay server for Claude Desktop <-> Claude Code communication
Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms
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.
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.
AI-Powered Development Toolkit with 21 tools for code quality, project management, and UI/UX design.
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
Query AI model benchmarks, pricing, and comparisons from rival.tips
Access the GLEIF LEI database for company verification, KYC, and ownership research.
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 for AI coding agents. Semantic search, contradiction detection, memory decay.
Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ tools
MCP-to-ACP bridge — let any MCP client drive ACP coding 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 for creating Datawrapper charts using AI assistants
Security-hardened NotebookLM MCP with post-quantum encryption
MCP planning server for AI agents — plan management, full-text search, and task lifecycle
Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI
Cognitive architecture MCP server with memory, learning, and contextual understanding
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.
263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Libraries
MCP server for searching MCP protocol documentation
Real-time web intelligence for AI agents. 11 tools, no API keys. GitHub, HN, Reddit, arXiv & more.
MCP server enabling AI clients to interact with any MediaWiki wiki through standard tools
PubNub Model Context Protocol MCP Server for Cursor and Claude
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.
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
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
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.
Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast
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
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.
Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search, and SMS.
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
An MCP server that enables integration with SonarQube Server or Cloud for code quality and security.
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
Dart AI task management MCP with batch operations, DartQL selectors, CSV import, zero context rot
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
38 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
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.
Provides pairwise combinatorial testing capabilities to AI assistants.
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.
Trade Robinhood through natural language in Claude Code.
AI E2E testing bridge — give AI eyes and hands inside any app. 8 platforms, 40+ 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.
API marketplace for AI agents — 100 services, 87 free, one API key
Up-to-date code docs for any prompt
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
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 vmanomaly - VictoriaMetrics anomaly detection
MCP server for Jira and Confluence — sprints, agile boards, attachments, calendars, capacity.
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.
Open a Vivid Business account from your AI chat via MCP.
The payment protocol for people and agents. One MCP server, any payment rail.
Code intelligence MCP server for 17+ programming languages.
Manage adaptive cron jobs and HTTP endpoint scheduling via AI assistants.
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
Persistent project context. 32 tools. AI format interop. IANA-registered. #2759
Universal persistent project context server - IANA-registered .FAF format. Ecosystem: #2759
First MCP server for Grok. URL-based AI context using IANA .faf format.
Feature-rich MCP for controlling Jira through LLM clients. Safe for corporate environments.
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sign.
Search and query HackTricks pentesting documentation with quick lookup and section extraction
Convert PDF, DOCX, HTML, Markdown, and Text for AI assistant context injection.
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.
Twitter/X analysis without token waste. Fetch tweets, download media. No API key.
Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
