MCP servers tagged mcp
61K live MCP servers tagged "mcp", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with mcp.
Altea MCP
Unofficial MCP server + CLI for the Altea Active booking app: schedules, spots, instructors, bookings, cancellations, waitlists
DbtBigQuery
A governed GA4 semantic layer in dbt + MetricFlow on BigQuery, queryable by humans and by LLM agents over MCP. The README is a metric definition document: every metric states its…
Kint
Sibyl Memory that outlives the laptop. Wallet-owned, kept on Base, restored on any machine by wallet connect.
Patch Pilot
Autonomous code-repair ReAct agent powered by FastMCP, AST pre-validation, token-efficient diff patching, and a scored 18-bug evaluation harness with live WebSocket streaming.
LINX MCP LECTOR
External Stealth Android Memory Bridge, Native Vulkan Overlay & AI MCP Controller
Codex MCP Dsh
Call the local DeepSeek Harness (dsh) as a native tool from Codex over MCP: dsh_task / dsh_status, real per-call audit log, Windows-first.
Frugal
A cost-aware search planner for SerpApi — shows what a search will cost before an agent pays for it, and measures what each extra search buys.
Odoo MCP Server
Connect Claude, ChatGPT, Cursor and other AI assistants to Odoo, with confirm-before-delete, field and record rules, and multi-database support.
And Agent
A hand-written MCP server at the protocol level plus a LangGraph agent over it, with four topologies run against the same task set and their failure modes measured.
FPL MCP
Manage your Fantasy Premier League team with AI — an MCP server that reads, analyses, and actually manages your FPL team (transfers, captain, chips) from Claude.
Github
MCP server for GitHub — manage repos, PRs and issues from Claude
And Agent
A hand-written MCP server at the protocol level plus a LangGraph agent over it, with four topologies run against the same task set and their failure modes measured.
File Tools
MCP server for file operations
Git Tools
MCP server for git operations. Works with Cursor, Claude Code, Kimi Code. npx mcp-git-tools
OpsPilot
Evaluation-driven LLM agent for customer operations with LangGraph, RAG, structured tool execution, policy-aware escalation, and MCP interoperability.
Acumatica MCP Server
A Model Context Protocol (MCP) server for Acumatica ERP
Python MCP
MCP server that runs Python in an embedded CPython interpreter (pyo3) — hand a model a program instead of shelling out to python -c
Life Os
"Notion propio" personal — tareas, notas, finanzas y foco en Next.js + Supabase, con servidor MCP para operar todo desde un chat.
Stratum
A WebMCP tool surface for the moment an action stops being reversible. The agent does the whole task; release_funds is registered, always refuses, and names the tool to call inste…
Portfolio
My portfolio: a desktop-OS website plus its own MCP server, sharing one content source. Live: kushagra-portfolio-lake.vercel.app
Google Ads MCP
Privacy-conscious Google Ads API v25 MCP with compact reports and guarded mutations
Mcpet
记下你吃的每一顿麦当劳：158 道官方餐品数据，选一餐就算出六维营养与 0-100 健康分，并告诉你今天还剩多少额度。
Sentinel AI Agentic Support Connector
SentinelAI is a production-grade AI support agent that simulates real-world enterprise systems handling ticket retrieval, intelligent reasoning, safety guardrails, and response ev…
Mastra Factory Plane
Plane integration for Mastra Factory: gives Factory agents Plane tools via the official plane-mcp-server
Grant Capture Agent
AI grant capture for small R&D firms: find federal funding you can win, screen out ineligible solicitations, and draft proposals with corrective RAG. Plan-Execute-Verify agents on…
Reflect
A local-first AI assistant for your desktop: remembers you in files you can edit, reaches your apps through MCP connectors, and shows everything that leaves your machine.
FloatChat DebugDynasty SiH
Ask questions about ocean data in plain language. Answers come from real Argo float data.
Gateway
It shows how to deploy MCP server using AgentCore Gateway
Marketing Analytics MCP Server
Read-only MCP server for deterministic SQLite campaign analytics, KPI calculation, and guarded SQL exploration.
Shiro
Local-first autonomous macOS AI agent — sub-agents, hybrid RAG (sqlite-vec), MCP ecosystem, bring-your-own-model
Pipecat Unison
Persistent memory for Pipecat voice AI agents — powered by Unison.
Automend
Self-healing and drift recovery for agents. A zero-runtime-dependency TypeScript library and CLI that scores output confidence, detects ungrounded claims with GSAR-style typed gro…
Zydeco Profiler MCP
A standalone benchmark-store MCP. It ingests code-size and on-target cycle measurements into a provenance-bound SQLite store and exposes Pareto / CI analytics.
Claude Toolshed
Provide and install pre-packaged plugins to extend Claude Code with new skills directly within your Claude environment.
Supply Chain Control Tower
Monitor supply chain operations with a self-learning multi-agent AI system that uses local data to identify issues and optimize performance without cloud costs.
Skills
Enable AI agents to access real-time Danish data for job search, housing, groceries, weather, travel, and health information.
Locallink
Local-first control plane for managing developer services and AI-agent tooling.
Jmd MCP Mail
JMD-native MCP server for email — IMAP read/write/delete and SMTP send for LLM agents, with credentials in the OS keystore.
Sage
Agentic RAG & semantic search over docs — LangGraph agent (router, self-reflection re-query, MCP tools), OpenAI embeddings + Pinecone, FastAPI, LangFuse eval
Arc Agent Kit
TypeScript MCP toolkit for the Arc blockchain - wallet, transactions, smart contracts, faucet, and AI agent integrations
Agent Os
Local AI operating system for Amori — agents, dashboard, task queue, HITL content workflow, MCP tools, backup/restore.
The Saurus
Multi-agent literature review pipeline — upload scientific PDFs, extract themes and claims, generate citation-backed reviews. Built with React 19, FastAPI, Agno, Restate, Gemini 2…
.github
AI automation agency. Makers of Made For Law & Get More Streams
Opencode Fork
OpenCodex: OpenCode fork adding task DAGs, semantic retrieval, TUI proofs, and a stateful agent workbench runtime.
N8n MCP Unofficial
Dedicated setup for managing, building, and editing n8n workflows from the Antigravity IDE chat, via the unofficial n8n-mcp server — includes local skills for n8n expressions, val…
Raphaelmendes Dev
AI Systems Engineer & Founder @Rs4Machine | Multi-Agent Orchestration - RAG - LangGraph - Python - Ollama - Docker
Webscraper
A simple MCP server with web scraping
EmbiPay Public
Economic control plane for AI agent fleets: enforced, delegated authority over what agents can spend. Fleet budgets, scoped MCP keys, append-only audit logs, and human approval qu…
Kyc Aml Multiagent
Agentic KYC/AML pipeline. Two agents, two clouds, every tool call and agent handoff authorised
AI Engineering Hub
A collection of LLM-powered Real-World applications and projects