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Official MCP reference server that fetches a URL and returns its content as clean Markdown, with chunking.
Official MCP reference server for secure local filesystem read/write within allowed directories.
Official MCP server for reading, searching, and manipulating a local Git repository's files and history.
Mem0's local-first memory layer: a Dockerized MCP server plus dashboard that keeps agent memories on your machine.
Temporal knowledge-graph memory for agents: add episodes and search facts over FalkorDB or Neo4j, from Zep.
AI-powered task-management system for AI-driven development that drops into Cursor, Windsurf, Claude Code, and more.
Pack any local or remote repository into one AI-ready file your agent can grep and read incrementally.
Control Blender from Claude and other LLMs for prompt-assisted 3D modeling, scene creation, and asset generation.
Code intelligence engine that indexes repos into a persistent knowledge graph for AI coding agents.
LSP-powered coding agent toolkit: semantic symbol search, references and structural edits.
AI-powered reverse engineering: bridge IDA Pro to LLMs for vibe reversing via MCP.
Lets LLMs reverse engineer binaries in Ghidra: decompile functions, rename symbols, trace imports, exports and xrefs.
Official Firecrawl MCP server — scrape, crawl, map, search, and structured extraction for any LLM client.
Powerful local filesystem + terminal MCP server: search, diff-edit files, and run shell commands.
Connect your personal WhatsApp: search, read and send messages and media locally
Self-hosted MCP server for Jira and Confluence Cloud and Server/Data Center.
All-in-one web access MCP — Web Unlocker, SERP, Scraper API, and a cloud Scraping Browser.
Exa's neural web search and crawling MCP server — runs locally via npx or as a hosted remote endpoint.
Official Notion server to read, search, create, and update pages and databases in your workspace.
Read, search, and edit your Obsidian vault through the Local REST API community plugin.
Cloudflare's hosted remote MCP server for searching Cloudflare developer docs; no auth required.
Search, download, and read arXiv research papers from your AI assistant via MCP.
Lets agents read LinkedIn profiles, companies, jobs and messages through your own logged-in browser session.
Official Perplexity MCP server — web search, ask, deep research, and reasoning via Sonar models.
Intelligent task management for AI agents: plan, decompose, and execute dev tasks with persistent memory.
Production-ready MCP server for real-time web search, content extraction, site mapping, and crawling.
Grafana's official server for dashboards, Prometheus/Loki queries, alerts, and incidents.
Bring Azure DevOps context — work items, repos, pipelines, wikis, test plans — to your AI agents.
Powerful Slack MCP with stdio/SSE/HTTP, DMs, group DMs and no-admin token auth
Gives MCP-enabled clients semantic code tools: definition, references, rename, diagnostics, and more.
MCP server for AI image & video generation across 9 models, with a 1,446-prompt library and parallel sub-agent orchestration.
HashiCorp's official server for Terraform Registry providers, modules, and IaC workflows.
Official Apify MCP server — search and scrape the web via thousands of ready-made Actors; local or remote.
Popular no-API-key MCP server for DuckDuckGo web search plus page fetching and parsing.
Official Brave Search MCP server: web, local, image, video, news search and AI summarization.
Token-efficient documentation search and reading for coding agents across public and private docs.
Manage Google Calendar events across multiple accounts with natural-language scheduling.
Gmail MCP with auto OAuth: send, search, label and manage email
On-premises RAG over your local files (PDF, DOCX, CSV, MD, TXT), queryable from Claude via MCP.
Run Facebook & Instagram (Meta) Ads end to end from your AI client — launch campaigns, upload creatives, edit budgets, analyze performance.
AI-powered discovery and documentation for the @reactuses/core React Hooks library.
Locally hosted multi-engine web search and page content extraction for local LLMs — no API keys required.
Your AI assistant's gateway to Google Sheets — read, write, format, and chart spreadsheets via MCP.
AI-friendly MCP server for the Notion API — find, read, query, and update Notion workspaces with compact, agent-ready responses.
Private metasearch via your own SearXNG instance — popular community MCP server for self-hosted search.
Search and explore any OpenAPI spec in simple language, via oapis.org.
Research code like a senior staff engineer: GitHub, local FS, and LSP intelligence wired into your AI assistant.
Local Apple documentation index served to AI agents over MCP — docs, HIG, Swift Evolution, packages, and sample code.
Alpaca's official trading server for stocks, ETFs, options, and crypto in plain English.
Access Microsoft 365 and Office services (Outlook, Calendar, OneDrive, Excel, Teams, SharePoint) via the Graph API.
Atlassian's official hosted MCP server for Jira and Confluence Cloud — search, create, update.
Next.js development tools for coding agents: runtime diagnostics, upgrades, docs, and Cache Components migration.
Official Jina AI remote MCP server — read web pages as Markdown and run grounded web search over HTTP.
Real-time NixOS, Home Manager, nix-darwin, and Nixvim data so your AI stops hallucinating package and option names.
Official Redis server: natural-language access to keys, search, and data structures in Redis.
Official Elastic server: list indices, read mappings, and search with Query DSL.
Shell and coding agent for Claude and other MCP clients with tightly integrated shell and file-editing tools.
Archived official Mem0 server for long-term agent memory: add, search, update, and delete memories via the Mem0 API.
Secure local filesystem access for MCP clients — read, write, search, and manage files within allowed directories.
Control Spotify playback, search, queue, and playlists from Claude or any MCP client.
Official Chroma server: create collections and run vector, full-text, and metadata search.
Run Apify's RAG Web Browser and 5,000+ Actors as MCP tools — web search and scrape to clean markdown.
Surgical Obsidian vault editing — read, write, search, and patch notes, tags, and frontmatter.
Official SonarQube MCP server: bring code quality, security, and coverage analysis from SonarQube Server or Cloud into AI agents.
Give AI agents context of your dbt project — run dbt CLI, query the Semantic Layer, explore lineage, and manage jobs.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
One command grammar to search and pivot across PubMed, ClinVar, ClinicalTrials.gov, and dozens of biomedical sources.
CLI and MCP server for YouTube — upload, optimize, and manage videos, playlists, comments, and channel branding.
Official Pinecone server: manage indexes, upsert/search records, rerank, and search Pinecone docs.
Research-backed mentor layer that interrupts agent pattern inertia to prevent over-engineering and reasoning lock-in.
Real-time data for AI agents — markets, research, X/Twitter, crypto. No API keys, pay per call in USDC.
High-performance community ClickUp server for tasks, docs, chat, time tracking, and more.
Free web search via Google results scraping — no API keys required.
Official Kagi MCP server (Python/uvx) — privacy-first web search and URL/video summarization.
Post tweets and search Twitter/X from Claude or any MCP client using your Twitter API keys.
Lightweight community Todoist server for natural-language task create, update, and search.
Semantic search and progressive loading of Claude Agent Skills for any MCP-compatible AI assistant.
Comprehensive Xcode integration for AI assistants: projects, builds, tests, simulators, SPM and CocoaPods.
Ingest, search, and RAG over data from Slack, Discord, Google Drive, GitHub, Jira, Linear and more via Graphlit.
VS Code extension exposing the editor's file, symbol, diagnostics and shell capabilities to MCP clients.
Terraform MCP server letting AI assistants read, plan, apply, analyze, and manage Terraform infrastructure.
Snowflake Labs server for Cortex AI, object management, and SQL orchestration over Snowflake.
Geospatial intelligence for AI: geocoding, POI search, routing, isochrones, matrices, and static maps via Mapbox APIs.
Let LLMs create, search, update, and comment on Linear issues through the Model Context Protocol.
Fast cross-platform file search via Everything SDK (Windows), mdfind (macOS), and locate (Linux).
Search, create, update and aggregate Odoo ERP records from AI assistants via XML-RPC.
Control and query Home Assistant from Claude and other LLMs over the Model Context Protocol.
Claude Code-style coding agent over MCP: read/edit files, run commands, search code, delegate to sub-agents.
Read and send macOS iMessage/SMS from your Messages database, with attachments and contacts.
MCP server paired with a Firefox extension for tab management, history search, and reading webpage content.
Let AI assistants read, control, and observe your tmux terminal sessions, windows, and panes.
Gives agents Reddit read/write via PRAW: analyze users and subreddits, search posts, create posts and replies.
Search, analyze, and manage Elasticsearch & OpenSearch clusters through MCP tools.
List, read, and search Google Drive files plus read and write Google Sheets cells.
Gives AI coding assistants up-to-date, crate-specific Rust documentation via semantic search and LLM summarization.
A debuggable automation engine for AI agents — trace every step, replay from any point, 467 modules as MCP tools.
Upload, search, edit, and generate videos through Video Jungle from your LLM.
Give your LLM live Wikipedia access: search, full articles, summaries, sections, links and key facts in any language.
Give AI agents access to 200+ accessible KoliBri Web Component samples, specs, and docs over MCP.
Technical marketing content creation, SEO, and product positioning tools based on Open Strategy Partners' methodologies.
Provider-agnostic email MCP over IMAP/SMTP — read, search and send from any mailbox
Box's official hosted MCP server for secure, OAuth-gated access to enterprise content in Box.
Official Docker Hub MCP server for searching images, reading metadata and managing repositories.
Hyperbrowser's cloud browser MCP — scrape, crawl, extract structured data, run CUA/Claude/Browser-Use agents.
Search and analyze any brand's public Facebook ads — images, videos, messaging, and competitor strategy.
Search Twitter/X and read your home timeline from an MCP client, using the twikit library.
Connect LLMs to the Milvus vector database for vector, text, and hybrid search plus collection management.
Exposes VSCode language-server features (find usages, rename, go-to-definition) to AI coding assistants via MCP.
Grounded access to the FLOX trading framework surface for AI coding agents.
MCP server + embedded terminal that lets Claude Code see, edit, and run your ComfyUI workflows.
Query your Apple Health data with natural language via Elasticsearch, ClickHouse, or DuckDB.
Full-featured MCP server for querying, aggregating, and managing MongoDB databases via natural language.
On-demand open-source tax & accounting skills for AI agents across 130+ jurisdictions, via MCP.
Manage and search Meilisearch from any MCP client: indices, documents, settings, keys, and multi-index search.
Connect AI agents to crypto: wallets, swaps, DCA, limit orders, and staking on Solana.
Natural-language control of NVIDIA Isaac Sim — spawn robots, build scenes, and run simulations via MCP.
MCP server to search Bilibili videos and fetch trending lists, video details, UP-host info, and anime schedules.
Send, read and search Instagram DMs from your AI client: 22 tools for messages, media, threads and user lookups.
Search TikTok, pull post details, and extract video subtitles into your AI agent via the TikNeuron API.
MCP server for interacting with JMAP email servers (FastMail, Stalwart, Cyrus, James) — search, read, send, and manage email.
Give Claude Code a browser that thinks — delegate agentic web browsing and deep research to Perplexity Comet.
Search and load Dash documentation docsets and code snippets from MCP clients on macOS.
Deep research for crypto tokens — free and fully local, across CoinGecko, DeFiLlama, and more.
Query stock data, news, financials, options, and generate charts from Yahoo Finance via yfinance.
Analyze Korean stocks via official DART disclosures and KRX (KOSPI/KOSDAQ/KONEX) market data.
Manage Google Tasks from your AI assistant — list, search, create, update, and delete tasks.
Meta-MCP server that manages, aggregates, and proxies other MCP servers so LLMs can extend themselves.
AI agents search, triage, comment, vote, and manage feedback & changelogs in Quackback.
AI-powered financial research over SEC filings, earnings calls, stock & crypto data, and prediction markets.
Unified MCP hub that aggregates all your MCP servers into one connection, with knowledge, memory, and tools.
Official VictoriaMetrics server: MetricsQL/PromQL queries plus embedded docs search.
Expose any FHIR server or API as MCP tools to search, read, and write clinical data with SMART-on-FHIR auth.
Real-time framework docs (types + prose + examples) for any npm package via MCP.
Plaid's local MCP server to generate mock financial data and exercise sandbox APIs.
Integrate LeetCode problems, solutions, contests, and user data into MCP clients, supporting leetcode.com and leetcode.cn.
Semantic code search & navigation for AI agents — jump to the exact functions and chunks instead of reading whole files.
Search and manage your Discogs music catalog, collection, wantlist, and marketplace from your AI client.
Bot-token Slack MCP for posting, reading channels and searching messages
MCP server for OpenAI GPT-4o / gpt-image-1 image generation and editing.
Turn your codebase into a queryable knowledge base: search, impact analysis, ownership, dead code — via MCP.
Official Jenkins plugin that turns your controller into an MCP server — agents query jobs, trigger builds, read logs.
Databricks Labs server exposing Unity Catalog functions, vector search indexes and Genie spaces as agent tools.
Query New Relic via NerdGraph: entity search, NRQL, deployments and infrastructure.
Amplitude's hosted MCP server — query charts, dashboards, experiments, flags, and session replays in plain English.
Real-time crypto token, DEX, and DeFi liquidity-pool data across 33+ blockchains. No API key required.
MCP server for xAI's Grok API: agentic tool calling, image/video generation, vision, and file support.
Search NPM, crates.io, NuGet, PyPI, Go registries and GitHub Security Advisories for up-to-date package info.
Search and download Kaggle datasets and generate starter EDA prompts from your MCP client.
Context compaction for AI coders: token-efficient, AST-level code intelligence across 17+ languages.
Persistent code index + memory, semantic search & live telemetry for AI coding agents — 50x less context than grep.
Real-time web search for MCP clients via a self-hosted crawler API over stdio.
Map clinical terminology to standardized OMOP CDM concepts using LLMs and the OMOPHub vocabulary API.
Give any coding agent instant semantic knowledge of your codebase — one tool call instead of 19, ~20x fewer tokens.
Bring CodeLogic's software dependency and impact-analysis data into your AI coding assistant.
Search ENCODE, cross-reference 14 genomics databases, run analysis pipelines, and generate publication-ready methods from natural language.
Real-time prediction market odds and prices from Polymarket, PredictIt, and Kalshi. No API keys required.
Give AI assistants Roslyn semantic analysis and the Visual Studio Debugger via MCP — 41 tools.
Turn any source code repo into a searchable, AI-queryable knowledge base inside Claude or Cursor.
Search, govern, and manage Atlan data catalog assets from AI agents via the Model Context Protocol.
Give Claude full access to your Apple Music: search the catalog, browse your library, manage playlists, and explore listening history.
Query genes, variants, chemicals, and taxa from BioThings.io (mygene, myvariant, mychem) in your AI client.
Converts raw HTML into compressed, AI-readable page maps (97% token reduction) so agents can read and act on any web page.
Self-hosted MCP gateway connecting Claude to Odoo ERP (15→19) — 197+ tools, multi-tenant, Bulgaria l10n.
Local MCP server for surgical, formatting-preserving edits to existing Word (.docx) and OpenDocument (.odt) files.
Official remote MCP servers for the Infobip CPaaS platform — send SMS, WhatsApp, Email, Voice, run 2FA, and manage customer data.
Query your Bluesky profile, timeline, posts, likes, and search from your AI assistant.
Compiler-accurate Java code analysis for AI agents, built on Eclipse JDT with 75 semantic tools.
Cross-chain and same-chain crypto swaps, fee estimation, and trade execution for AI agents via the deBridge protocol.
Comprehensive Trello integration for Claude Desktop, Claude Code, Gemini CLI and other MCP clients — 19 tools for boards, cards and lists.
Official Cloudinary server to upload, transform, and manage media assets via natural language.
Search and explore The Metropolitan Museum of Art collection, including artwork details and images, via natural language.
Native Rust MCP server giving coding agents a PTY-backed shell, file IO, and tree-sitter code navigation.
AI-powered architectural decision analysis and ADR management for AI coding assistants.
Scrape websites, search engines, eCommerce, and social media for AI agents via Decodo's Web Scraping API.
Retrieve from your Agentset RAG knowledge base directly inside Claude, Cursor, and other MCP clients.
Data scraping, document conversion, AI agents, and code execution via the Dumpling AI API.
Bioinformatics MCP server wrapping the gget toolkit for gene, sequence, structure, and enrichment queries.
Manage Homebrew packages on macOS from Claude Desktop or Cursor — install, upgrade, search, and maintain.
Comprehensive Gemini API integration for MCP hosts with intelligent model selection and file handling.
Session-token Slack access for AI agents — no OAuth, no app registration, 21 tools, one command.
Read-only MCP server for searching and reading your macOS iMessage history and Contacts.
Query and manage Algolia search indices from an agent: search, settings, analytics, A/B tests, and Recommend.
Explore .NET assemblies, namespaces, types and NuGet packages via reflection so AI agents write accurate code.
Search your product docs and content via Inkeep's RAG, exposed as an MCP tool.
Manage Turso databases and run SQL from an agent, with separate read-only and destructive query tools.
Wix's official hosted MCP: search Wix docs, generate platform code, and call real site APIs from your AI client.
Intercom's hosted MCP server: search and fetch conversations and contacts from your US workspace over OAuth.
ClickUp's first-party hosted MCP server with OAuth for tasks, docs, comments, and reporting.
Plaid's official remote MCP server for integration diagnostics, analytics, and docs via OAuth.
Shopify's official dev server: learn Shopify APIs, search docs, and validate GraphQL, Liquid and component code locally.
Canva's hosted MCP server: agents create, edit, search and export Canva designs via OAuth at mcp.canva.com/mcp.
Give agents Pulumi powers: browse the provider registry, preview and deploy stacks, and search deployed resources.