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MCP servers tagged model-context-protocol
21K live MCP servers tagged "model-context-protocol", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with model-context-protocol.
Semctx
Local-first change-impact analysis: map Git diffs to symbols, contracts, invariants and tests. Deterministic PASS/WARN/BLOCK verdicts; not a code-search tool.
Sbox Agent Bridge
MCP server + s&box editor bridge that lets AI agents inspect, edit, test, and recover live s&box scenes.
Abaper MCP
MCP server for AI agent integration with SAP ABAP
Multi Postgres MCP Server
MCP server for multiple PostgreSQL databases. One process, unlimited databases. Hot-reload JSON config, --label per-project isolation. Read-only safe queries. Works with Claude Co…
Janadasroor/pg-mnemosyne-mcp
agent coordination hub for AI assistants.
Jungle-Grid/mcp-server
tuning, and batch workloads.
Agentic Toolbox MCP
FastMCP gateway for homelab agentic tools: search, fetch (Crawl4AI + Camoufox stealth), doc/PDF/video ingestion, GPU Whisper STT. One endpoint, every agent benefits.
Jenkins MCP Go
Jenkins MCP server in Go — expose Jenkins jobs, builds, and console logs to LLMs.
HasanJahidul/localhost-mcp
run default.
astroway/astroway-mcp
arcsecond Swiss Ephemeris precision, 10 000 free credits/month. Install: `npx @astroway/mcp`.
KyaniteLabs/DialectOS
checks across 25 regional variants with register control, structure preservation, and adversarial quality gates.
kirvigen/notion-private-api-mcp
page sharing.
Fetchium
Rust-native universal retrieval layer for humans and AI agents — search, extract, rank, and synthesize the web. CLI + REST API + MCP server, with adaptive extraction (CEP), token-…
JeongSeongMok/tossinvest-openapi-mcp
mcp`
Bullalert AI Examples
JavaScript, Python & MCP examples for the BullAlert API — small-cap momentum signals, a ranked watchlist, alerts & SEC EDGAR filings. Informational, not financial advice.
helbertparanhos/easypanel-mcp-server
37 tools for deployments, services, env vars, logs, domains, databases and monitoring. Safety guards require explicit confirmation for all destructive actions.
Trendchaser MCP
MCP server exposing the Trendchaser AI/Dev trend feed (taewoopark.com/trendchaser) to LLM agents — read-only list / get / search / resolve tools.
Helix.mcp
CLI tool and MCP server for investigating .NET CI failures in Helix and Azure DevOps
Plumb
Deterministic design-system linter for rendered websites. CLI + MCP server for AI coding agents.
Servation/job-search-mcp
100 for fit (Claude judges directly, no LLM API key), and shows a ranked, triageable board inline in the chat.
Victauri
X-ray vision and hands for AI agents inside Tauri apps — DOM, IPC, Rust backend, and database through one embedded MCP server. 35 tools. Zero production cost.
Jvmlens
LLM-ready JVM profiler — turns a JFR recording into a compact, source-attributed hot-path & allocation summary that AI coding agents can act on. In-process agent, MCP server, and…
Agent Chassis
Contract-first orchestration for long-running coding agents: scoped work records, local dispatch, review evidence, and enforcement provenance.
Aleksey-Panf/b2b-enrichment-mcp
B2B lead enrichment server integrating Hunter.io and Apollo APIs. 9 tools for email discovery, domain search, company data, and contact verification.
HarperZ9/telos
first Project Telos MCP tool line for inspectable AI work: source intake, workspace context, routing ledgers, action receipts, and MATCH / DRIFT / UNVERIFIABLE verification packet…
Discomcp
Teach any AI agent how you use an MCP server – Soft-Landing to your AI integrations
Dishka Fastmcp
Dishka dependency injection for FastMCP tools, resources, and prompts with request scopes and deterministic finalization.
Posthaste
Local-first mail client your scripts and AI agents can actually use — an MCP server + rules engine over Gmail, JMAP & IMAP. Built in Rust. (Beta)
Vedaksha
Vedākṣha — clean-room Vedic astrology & astronomical ephemeris engine (kundali, panchanga, dashas, nakshatras, vargas) with sub-arcsecond precision. Rust, Python, WebAssembly, and…
Shuttle
Secure SSH gateway for AI assistants — MCP server with connection pooling, session isolation, command safety, and web audit panel
Mcpvessel
Cage untrusted MCP servers in containers, compose them into agents, and share them over any OCI registry. Signed, sandboxed, no Docker required.
Ln Agent Poc V2
MCP server & Claude Code skills to buy gift cards, eSIMs & mobile top-ups with Bitcoin — paid from Cashu ecash over Lightning.
Mapbox MCP
AI-Powered 2D/3D Map Control via Model Context Protocol for Mapbox GL JS
Passwd
passwd.team for AI agents — MCP server, agent-safe CLI, and full CLI. Agents use credentials without ever seeing the raw values.
AI Books MCP Server
🧠 Extend LLM context windows up to 60× with perfect data integrity using gravitational memory compression for fast, universal compatibility.
Optim Engine
Production OR-Tools optimization service exposing 11 tools across 4 intelligence levels (scheduling, routing, packing, sensitivity, robust, stochastic, Pareto, prescriptive). Dual…
Music Distro
MCP server for music distribution — catalog management, SoundCloud/YouTube uploads, metadata, ID3 tags (12 tools)
GameCodex
MOVED → https://github.com/sbenson2/GameCodex
HoloCore
Local-first AI context engine combining a structural Atlas, verified Archive, episodic Animus memory, CLI, MCP, and focused context routing.
Configdrift
Detect configuration drift across environments before it causes incidents
Ad Creative MCP
MCP server that validates, resizes, and optimizes advertising creative assets across 50+ platforms using Cloudinary — Google Ads, Meta, TikTok, YouTube, CTV, and more.
Agntk
A modular AI agent framework built on Vercel AI SDK. Zero-config agents with real tools, durable workflows, and HTTP interfaces.
Agent Evidence MCP
面向 agent 长任务的本地 MCP，自动保存截图、短录屏、打码副本和可复盘证据。
Elenchus MCP
Elenchus MCP Server - Adversarial verification system for code review
Yapping Apple Calendar MCP
your calendar, but yapping. Apple Calendar MCP server for Claude Desktop & Claude Code — 28 voices (Mom, Future-you, Garry Tan, LeBron James, Hilary Hahn, Alan Turing, Confucius,…
Hq
HeadQuarter — a local command center for autonomous Claude Code teams
Zig Utcp
Universal Tool Calling Protocol (UTCP) implementation for Zig. A vendor-agnostic standard for LLM-tool integration supporting HTTP, CLI, MCP, SSE, WebSocket, and more
Devops Deploy Guard MCP Server
Production-ready, zero-knowledge AI DevOps deployment, infrastructure provisioning, self-healing execution engine, and runbook generator for VPS servers via Model Context Protocol…
Embedded MCP ELM327
An embedded Model Context Protocol (MCP) server implementation on FreeRTOS/lwIP
Tioli AI Exchange
The world's first financial exchange for AI agents. 23 MCP tools, 400+ API endpoints, blockchain-verified. Agents register, trade, hire each other. Free. MCP: exchange.tioli.co.za…