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GitHub's official server for repos, issues, PRs, and Actions — local Docker or hosted remote.
Read/write Postgres access plus index tuning, EXPLAIN plans, and database health analysis for AI agents.
Popular community GitLab MCP server for projects, MRs, issues, pipelines, wikis and releases.
Alpaca's official trading server for stocks, ETFs, options, and crypto in plain English.
REPL-driven Clojure development for AI assistants: live nREPL eval plus structure-aware, paren-safe code editing.
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.
Run Apify's RAG Web Browser and 5,000+ Actors as MCP tools — web search and scrape to clean markdown.
Give MCP clients access to your iTerm session to run commands, read output, and drive REPLs.
Official Resend MCP to compose and send transactional email from your assistant
Cut Claude Code context usage 60-90% via caching, Brotli compression, and smart tool replacements.
Read, post and reply to Teams channel messages and mention members via Azure bot
VS Code extension exposing the editor's file, symbol, diagnostics and shell capabilities to MCP clients.
Bridge AI assistants to your Telegram account: read dialogs, summarize unread messages, mark as read, and send drafts.
Gives agents Reddit read/write via PRAW: analyze users and subreddits, search posts, create posts and replies.
A debuggable automation engine for AI agents — trace every step, replay from any point, 467 modules as MCP tools.
Provider-agnostic email MCP over IMAP/SMTP — read, search and send from any mailbox
Drive your Opik LLM-observability workspace from your AI host — read traces, log scores, save prompts, ask Ollie.
MCP server for interacting with JMAP email servers (FastMail, Stalwart, Cyrus, James) — search, read, send, and manage email.
Bot-token Slack MCP for posting, reading channels and searching messages
Lets agents fetch, create and update Zendesk tickets and comments, with Help Center articles as a knowledge base.
Community server generating images and SVG assets via Replicate's Flux models.
Official Jenkins plugin that turns your controller into an MCP server — agents query jobs, trigger builds, read logs.
DigitalOcean's App Platform MCP: deploy apps, tail logs, roll back. Archived — superseded by mcp-digitalocean.
Official Recraft server for raster and vector image generation, vectorization, and editing.
Amplitude's hosted MCP server — query charts, dashboards, experiments, flags, and session replays in plain English.
Persistent, interactive PTY terminal for AI agents over MCP — SSH, REPLs, password prompts, long-running jobs.
Retrieve and analyze Ramp finance data (transactions, bills, reimbursements) via an in-memory SQLite ETL pipeline.
Local-first LLM router for AI coding tools — routes prompts to the cheapest capable model with automatic provider fallback.
Local MCP server for surgical, formatting-preserving edits to existing Word (.docx) and OpenDocument (.odt) files.
Native Rust MCP server giving coding agents a PTY-backed shell, file IO, and tree-sitter code navigation.
Comprehensive Gemini API integration for MCP hosts with intelligent model selection and file handling.
Control Kestra workflow orchestration — manage flows, executions, files, KV and more from your AI client.
Intercom's hosted MCP server: search and fetch conversations and contacts from your US workspace over OAuth.