MCP servers tagged llm
10K live MCP servers tagged "llm", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm.
Agent Assert
Playwright-based reference implementation for testing AI agents that call tools. Five patterns: tool invocation, behavior contracts, multi-step trace verification, boundary enforc…
Finemcp
Production-grade Model Context Protocol (MCP) framework for Go. Build MCP servers and clients with 16 middleware, typed tools, streaming, circuit breaker, OpenTelemetry, and a zer…
Vnem
Read-only perception layer for coding agents. CA: M2DvKKrQiKu8Ux9pz3cKgdudmLqUUQLVbB9Vy9zEASY
Ll Lang
Write once → compile to F#, TypeScript, Python, Java, C#. LLM-optimized syntax. Self-hosting.
Toolpilot
High‑performance persistent MCP server optimized for Copilot CLI
mohitbadwal/ringback
hosted pieces (SIP via pjsua2/Linphone + whisper.cpp STT + macOS say TTS). No paid telephony, no extra API key for the conversation.
LLM Kernel
Rust foundation library for AI-native apps — 16-provider catalog, async LLM client, MCP server, knowledge graph, local ONNX embedding (44 models), and safety utilities
BetaBots-LLC/callimachus
agent conversation history across 11 tools (Claude Code, Codex, Cursor, and more). Exposes `search_threads`, `search_current_project`, `recent_threads`, and `get_thread` so any ag…
Ctx Forge
Generate project-specific, self-verified context tools for AI coding agents. The skill audits your repo, generates a ctx CLI (+MCP), and proves it against golden questions before…
Korea Filings API
AI-ready English summaries of Korean DART (전자공시) filings, paid per call in USDC via x402. Python SDK + MCP server included.
BurpMcpEnhance
Enhanced Burp Suite MCP Server — Streamable HTTP solves AI disconnection; SQLite cache prevents Burp freezing under load.Burp Suite MCP Server 增强版 — Streamable HTTP 彻底解决AI断连，SQLit…
Quotes
Model Context Protocol (MCP) server for price quotes, estimates and proposals: create a quote or an estimate for a customer. Priced, VAT-correct quotes from chat, and the yes turn…
Deep Ass Research
IDE-agnostic deep-research framework for AI agents: maps a topic wide, commits to depth on purpose, adversarially verifies its findings, and synthesizes them into a backlinked, pr…
Touchstone
A deterministic first-pass filter for unsupported claims in LLM output, computed without calling another LLM. Not a standalone hallucination detector. A spec plus reference implem…
Iftree Editor
本地优先的文档数据管理工具：把大规模语料整理成带稳定地址的条件树，精确定位片段且可回溯出处；关键词 + bge-m3 语义检索，经 MCP 开放给外部 AI agent。
rwnalds/engram
graph dashboard, and Obsidian compatibility.
Saige
saige - Super Artificial Intelligence Graph Environment. A unified Go SDK, CLI, and MCP server for streaming AI agents, knowledge graphs, and RAG pipelines, with Ollama, OpenAI, A…
mediiiiium/mcp-jp
installable package.
argosvix/mcp-server
server`.
goofrey/zoom-search
MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.
Smart Terminal MCP
A FastMCP-powered MCP server exposing terminal, filesystem, and Python execution tools for AI assistants.
Gotify MCP
A Model Context Protocol (MCP) server that lets LLMs and AI assistants send push notifications to a Gotify server.
Xyzdb
Semantic gravity database in Rust: related records live together on disk, so graph traversal is a range scan and vector search is exact — never approximate. Runs in 256 MB, with a…
Broodlink
Multi-agent AI orchestration platform — coordinate, observe, and govern autonomous agents
DeepCellar
Minimalist, self-hosted AI hub for companies — RAG chatbot, MCP agents and everyday AI tools on your own Ollama instance. One command, one SQLite file, fully offline.
Modelforge
Desktop AI chat app unifying local Ollama models with OpenAI and Claude — includes an agentic mode where the model can read/write files and run shell commands, with every action r…
Truss
Single-user, local agentic harness
Guardrail MCP
Enterprise multi-language security MCP — advanced taint, tree-sitter, plugins, SARIF/SBOM, policy gates, dashboard
Notemesh
Chat with your Obsidian (or git!) markdown with an MCP Server
Diariz
Self-hosted, multi-user transcription platform: record or upload audio. Speaker-labeled, timestamped transcripts, Recognize speakers across recordings, Summarize, extract action i…
PBP
Local AI job application assistant for the German-speaking job market (DACH) — job search, application tracking, CV analysis. MCP server for Claude Desktop, self-hosted, no cloud.…
Carrymem
Your portable AI memory — preferences, decisions, and corrections that follow you across models, tools, and devices. Zero-dependency, local-first, 85% PrefEval accuracy.
MCPBoundary
A local proxy that wraps your MCP servers and checks each tool call against policy and live state before it runs - allow, block, or request a refresh, with a reason the agent can…
Routesmith
Host-aware model routing for coding agents. Python library + MCP server for Claude Code, Codex, Gemini CLI, Copilot, Cursor, and Aider.
Searchless Ngx
Stop searching your documents. Start asking them. Transform Paperless-ngx into a conversational AI assistant using Agentic RAG and the Model Context Protocol (MCP).
Agent Semantic Protocol
Connect AI agents using semantic intent vectors for dynamic discovery, negotiation, and collaboration in decentralized multi-agent systems.
Targetly Marketplace
Contains dockerfiles for all the marketplace images
Docker Guide
Complete guide to setting up Model Context Protocol (MCP) servers with Docker on Linux. Step-by-step tutorial for Claude Desktop, Cursor, and Windsurf integration.
Chart Option
An MCP server for generating dynamic chart options for ECharts and other chart libraries.
Agent Lexicon
Deterministic terminology layer for AI coding agents: canonical vocabulary, drift detection, CLI + MCP server.
Aleph Docs
Multimodal documentation-aware LLM knowledge system: MCP server + pgvector semantic memory with Ebbinghaus forgetting curve + live 3D viewer. Embeds Markdown, images, video, audio…
Forum
Coordinate agent fleets: routing, quality checks, prose contracts, and a replayable hash-chained ledger that preserves plans, evidence, results, and resumable handoffs. Model-agno…
Firm Ecosystem
Architecture documentation for the Firm AI Agent ecosystem — setup-vs-agent-firm + mcp-openclaw-extensions + Memory-os-ai
Repoprompt Windows
RepoPrompt for Windows — Context Engineering Tool for AI Coding Agents. Windows port of repoprompt/repoprompt-ce.
Aigcgateway
Unified OpenAI-compatible AI gateway for 10+ providers — with prompt workflows (Action/Template), quality monitoring, and MCP server
Ada Turbo AI MCP
ADA Creative Co. Agency OS delivers 20+ AI roles over MCP (Model Context Protocol) and a retro Pixel Office Web Visualizer.
Hot News Radar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分…
Writing Context Rtfm
A MCP extension built on top of rtfm-ai that it acts as a gatekeeper by taking the agent's task, queries the underlying RTFM index, filters out background noise, and packs only th…
P Layer
Memory for AI agents with rules that are kept, not just written - P0-P6 layered rules enforced in code, SQLite + PostgreSQL, MCP server, eval harness. PyPI: p-layers
AI Dev CLI Tools
Cross-platform CLI toolkit and local MCP server for AI coding agents. Optimizes context windows and token consumption by turning raw outputs into compact, deterministic Markdown/J…