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Give your agent Microsoft's MarkItDown: convert PDFs, Office docs, images, and URLs into LLM-ready Markdown.
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.
Pack any local or remote repository into one AI-ready file your agent can grep and read incrementally.
LSP-powered coding agent toolkit: semantic symbol search, references and structural edits.
Official AWS Labs server that lets agents call any AWS API via the AWS CLI surface.
Official AWS Labs MCP server to manage and query S3 Tables (table buckets, namespaces, tables).
Powerful local filesystem + terminal MCP server: search, diff-edit files, and run shell commands.
Popular community Playwright + API testing MCP server with codegen, screenshots, and device emulation.
Let AI agents launch the Godot editor, run projects, capture debug output, and edit scenes.
Create, read, and modify Excel workbooks with your AI agent — no Microsoft Excel required.
Isolated, containerized dev environments for coding agents — each agent works in its own git branch.
Read, search, and edit your Obsidian vault through the Local REST API community plugin.
Lets agents read LinkedIn profiles, companies, jobs and messages through your own logged-in browser session.
Convert PDFs, Office docs, images, audio, and web pages into Markdown for LLM consumption.
Run SQL over files, databases, and 40+ apps (GitHub, Notion, Chrome, Todoist) — and expose them to LLMs via MCP.
Go-native MCP server for Kubernetes and OpenShift — manage pods, resources, Helm, Tekton, and more.
Turn Claude Desktop into a pair programmer that edits files, runs tests, and Git-versions every change.
Control DaVinci Resolve Studio from AI assistants via the official Scripting API, with source-safe media tooling.
Free, no-rate-limit Figma MCP server with full read/write via a plugin bridge — no REST API token needed.
MathWorks' official server that lets agents start MATLAB, write and run code, lint scripts, and execute test files.
On-premises RAG over your local files (PDF, DOCX, CSV, MD, TXT), queryable from Claude via MCP.
Structural code navigation, persistent memory, and Bash output compaction for AI coding agents.
Query local DuckDB files, in-memory DBs, S3, or MotherDuck cloud with read/write SQL.
Access Microsoft 365 and Office services (Outlook, Calendar, OneDrive, Excel, Teams, SharePoint) via the Graph API.
AI data quality evaluation server exposing Dingo's rule- and LLM-based checks over MCP.
Shell and coding agent for Claude and other MCP clients with tightly integrated shell and file-editing tools.
Secure local filesystem access for MCP clients — read, write, search, and manage files within allowed directories.
Run Manim animation code from your MCP client and get back rendered videos.
Connect AI agents to a LINE Official Account via the LINE Messaging API.
Official SonarQube MCP server: bring code quality, security, and coverage analysis from SonarQube Server or Cloud into AI agents.
Point at browser DOM elements with Option+Click and feed them as context to agentic coding tools via MCP.
MCP-native browser control plane with human takeover, reusable auth profiles, approvals, and audit trails.
Control Figma from the terminal or as an MCP server — full read/write: create shapes, text, components, render JSX, export images.
Your personal data scientist assistant — explore CSV datasets with Claude through autonomous Python analysis.
Let any LLM interactively debug your code in VS Code via breakpoints and expression evaluation.
Document format conversion (Markdown, HTML, LaTeX, DOCX, PDF, and more) via Pandoc over MCP.
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.
Connect Claude directly to PostgreSQL, MySQL, SQLite, Oracle, MS SQL and other SQLAlchemy databases.
Semantic search and progressive loading of Claude Agent Skills for any MCP-compatible AI assistant.
Connect Claude Desktop to any Hugging Face Space (Gradio app) with minimal setup — image gen, vision, TTS, STT and more.
Chat with your robotics, drone, and IoT data — deterministic SQL over ROS, PX4, ArduPilot & Betaflight logs.
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.
Chat with your EPUB and PDF books — extract metadata, table of contents, chapters, and pages as Markdown.
Terraform MCP server letting AI assistants read, plan, apply, analyze, and manage Terraform infrastructure.
Drive AutoCAD LT via AutoLISP or generate DXF headlessly — 8 consolidated tools for drafting, P&ID and screenshots.
Fast cross-platform file search via Everything SDK (Windows), mdfind (macOS), and locate (Linux).
Claude Code-style coding agent over MCP: read/edit files, run commands, search code, delegate to sub-agents.
Smart context management for LLM workflows — rule-based file selection shared via MCP or clipboard.
Read and send macOS iMessage/SMS from your Messages database, with attachments and contacts.
Ranks every file by importance, maps dependencies, and keeps AI summaries fresh in the background.
Offload large-context file analysis to 500+ OpenRouter models (up to 2M tokens) from any MCP agent.
Gives agents Reddit read/write via PRAW: analyze users and subreddits, search posts, create posts and replies.
List, read, and search Google Drive files plus read and write Google Sheets cells.
Manage multiple SSH servers from Claude Code or OpenAI Codex — execute commands, transfer files, backups, DB ops, health monitoring.
Let AI assistants work directly with Firebase Firestore, Storage, and Authentication.
Bring Figma design data into your coding agent to implement designs the Flutter way.
Let LLMs run shell commands and processes on the host machine via a single run_process tool.
Extract text, images, and metadata from local or URL PDFs as structured output, dir-confined.
On-demand open-source tax & accounting skills for AI agents across 130+ jurisdictions, via MCP.
Automate Excel via AI - Power Query, DAX, VBA, PivotTables, charts through Excel's native COM API (Windows only).
Line-oriented text file editing for LLMs with token-efficient partial reads and hash-based conflict detection.
Official Portainer MCP server: manage Docker, Kubernetes, and GitOps environments via the Portainer REST API.
Send, read and search Instagram DMs from your AI client: 22 tools for messages, media, threads and user lookups.
Render Mermaid diagrams in Claude Code with live-reload browser preview and SVG/PNG/PDF export.
Distill large codebases into AI-friendly context — public APIs, types, and structure, 90-98% smaller.
Run arbitrary JavaScript in ephemeral Docker containers with on-the-fly npm dependency installation.
Centralize ESP-IDF/ESP32 commands and drive embedded builds, flashing, and tests via LLM-driven MCP tools.
Analyze Korean stocks via official DART disclosures and KRX (KOSPI/KOSDAQ/KONEX) market data.
Official Figma server that brings design context, variables, and components into AI coding tools.
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.
Chat with Chronulus AI forecasting and prediction agents directly from Claude.
High-performance Go MCP server that lets AI assistants run SQL queries and explore data across a Trino cluster.
MCP server for xAI's Grok API: agentic tool calling, image/video generation, vision, and file support.
Access Qiniu Cloud storage, smart multimedia, CDN, and live streaming from your AI 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.
Universal MCP server that drives your test suite end-to-end: run pytest/Jest/Cypress/Go/Maestro, analyze pages, generate tests, and advise.
AI-friendly electronic signatures: create, edit, send, and manage Markdown-based contracts via the eSignatures.com API.
Search ENCODE, cross-reference 14 genomics databases, run analysis pipelines, and generate publication-ready methods from natural language.
Production-grade MCP server for MikroTik RouterOS — 117 typed, auditable tools for safe AI-native network automation.
Turn any source code repo into a searchable, AI-queryable knowledge base inside Claude or Cursor.
Access S3, Azure Blob, Google Cloud Storage and many more storage services through one unified MCP interface.
High-performance MCP server for compressing JPEG, PNG, WebP and AVIF images offline.
Local-first LLM router for AI coding tools — routes prompts to the cheapest capable model with automatic provider fallback.
Query and manage SingleStore workspaces, jobs, notebooks, and Stage files in natural language.
Query genes, variants, chemicals, and taxa from BioThings.io (mygene, myvariant, mychem) in your AI client.
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.
Query your Bluesky profile, timeline, posts, likes, and search from your AI assistant.
Manage Label Studio projects, tasks, and model predictions from your MCP client via the label-studio-sdk.
Let AI assistants fetch content from authenticated web pages via a real browser login.
Native Rust MCP server giving coding agents a PTY-backed shell, file IO, and tree-sitter code navigation.
Run arbitrary Python in a secure, throw-away sandbox from your LLM agent via a single run_code MCP tool.
Control Kestra workflow orchestration — manage flows, executions, files, KV and more from your AI client.
AI code quality gate that detects hallucinated imports, stale APIs, over-engineering, and security anti-patterns in AI-generated code.
Let AI assistants browse public GitHub repositories, explore directories, and view file contents.
Combine multiple files into one — fast, secure, and limited to directories you allow.
Community MCP server for the Mixpanel API — query events, funnels, retention, and user profiles from Claude or Cursor.
HubSpot's hosted MCP server: OAuth in, then agents read and write CRM contacts, deals, tickets and engagements.
Klaviyo's official MCP server: manage campaigns, profiles, flows, events, and reporting from AI clients with an API key.