MCP servers tagged llm
2.1K 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.
Langgraph Multi Agent
🤖 Production-grade Multi-Agent AI Chatbot — LangGraph + RAG + Web Search + Python Execution via MCP | Built with LangChain, Pinecone & FastMCP
Ingest API
FastAPI-based multi-agent orchestrator for Odoo. Uses a Semantic Router to dispatch intents to specialized agents via Model Context Protocol (MCP/FastMCP). Features Guardrails AI…
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…
Qobrix Crm MCP
Read-only MCP server for Qobrix CRM — 42 tools across 13 entity groups, aligned with RESO DD 2.0 canonical real-estate workflows
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…
Council Hub
Open-source MCP server for coordinating multiple LLM agents in shared rooms with persistent transcripts and semantic search
Palace Rs
Local-first AI memory system in Rust with SQLite storage, semantic search, knowledge graph, MCP server, and CLI.
Skymem Io
The trusted state layer for persistent AI agents. Structured cognition, audit-grade observability, MCP-native. Self-hostable. ELv2.
Lazychat Erpnext
LazyChat — an AI assistant docked inside your ERPNext desk. Chat with your data, draft reports, stage edits (Apply-gated). Bring your own LLM: any OpenAI-compatible or Anthropic k…
Stoic Agentos
The Operating System for AI Agent Fleets - monitor, orchestrate, and persist knowledge across your AI agents from a single dashboard.
Sima Atlas
Visual contract-first development for AI coding agents — graph of contracts between you and Claude / Cursor / Codex
Adk Gas
GASADK: An Agent Development Kit for Google Apps Script to build autonomous AI agents with the Gemini API, MCP, A2A, Agent Skills, and sub-agent routing.
Deepseekhelper
A Codex plugin that exposes DeepSeek-powered MCP tools for supervised collaboration. Codex delegates, reviews, discusses, and verifies work with DeepSeek while keeping final edits…
Pickle
🥒 Pickle — MCP server + skills for managers. Audits team performance across ClickUp, Slack, and Microsoft Teams. Compares what your team said vs what tasks show. Works in any MCP…
Vnem
Read-only perception layer for coding agents. CA: M2DvKKrQiKu8Ux9pz3cKgdudmLqUUQLVbB9Vy9zEASY
Cf
Token-native agent memory retrieval for LLMs, without embedding APIs or vector databases.
Agent Workflows
Provider-agnostic, zero-dependency runtime for dynamic agent workflows: fan out, pipeline, validate, budget, and resume many model calls from one Python script. Durable SQLite run…
Atelier
Open-source context runtime and governance layer for coding agents. MCP server + Python SDK (Anthropic, LangChain, OpenAI Agents, Google ADK) with shared procedures, failure rescu…
Ll Lang
Write once → compile to F#, TypeScript, Python, Java, C#. LLM-optimized syntax. Self-hosting.
NexusUnity
Open source Unity Editor automation server for local AI tools and developer workflows.
Mcpkill
Semantic cache proxy for MCP servers — cut Claude's token usage by up to 79%
Toolpilot
High‑performance persistent MCP server optimized for Copilot CLI
dugubuyan/agent-nexus
service document changes and receive structured diffs via MCP.
mohitbadwal/ringback
hosted pieces (SIP via pjsua2/Linphone + whisper.cpp STT + macOS say TTS). No paid telephony, no extra API key for the conversation.
KyaniteLabs/checkyourself
100 score, and guided fixes before launch.
modus-agendi/managed-agent-control-mcp
launch an agent, poll its events to watch it work, reply, approve the tools it wants to run, and stop it. Runs over stdio, an HTTP container, or AWS Lambda, with pluggable inbound…
soolaugust/0CompactMem
os`
davidgut1982/lore-mcp
agent attribution. SQLite/PostgreSQL/Supabase.
astroway/astroway-mcp
arcsecond Swiss Ephemeris precision, 10 000 free credits/month. Install: `npx @astroway/mcp`.
kirvigen/notion-private-api-mcp
page sharing.
Skillit
Generate AI agent skills (SKILL.md) from TypeScript API docs — TypeDoc plugin + CLI + Docusaurus/VitePress
Steelbot MCP Sales Agent
Conversational AI sales assistant — LangGraph agent + custom MCP server (FastMCP/SSE) over PostgreSQL, with Evidently monitoring, GitHub alerting and full Docker Compose / CI-CD s…
Goa AI
Design-first agentic systems in Go: declare agents, tools, MCP servers, policies, and structured model output in Goa, then generate the durable runtime.
Pcloud MCP
Hardened Model Context Protocol (MCP) server for pCloud, in Go. Path-traversal-proof downloads, OAuth-only auth, single static binary.
DocGraph
Govern your documents like code. MCP server that indexes .md/.docx/.html/.pdf into a SQLite knowledge graph and runs drift audits — stale policies, conflicting research claims, su…
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-…
Tryoz
One-line Oz MCP setup for coding agents
Collab CLI
Universal collaboration protocol + CLI for multi-agent LLM teams — Claude Code, Reasonix, Codex, WorkBuddy, Cursor
Self Inspect MCP
Keyless heuristic self-inspection tool: an agent describes a thought or task and always gets back one metathought. Deterministic routing over an open CSV (no LLM). REST + MCP.
Allan MCP Memory Code
🧠 Knowledge Graph Memory for AI Coding Agents & Openclaw - Full offline mode with Docker. Integrates with Claude, Cline, Cursor, Windsurf, and more. Auto-extracts entities & relat…
Sigmap Vscode
SigMap AI context engine — VS Code extension. 96.9% token reduction, 80.0% retrieval hit@5, 29 languages. Works with Copilot, Claude, Cursor, Windsurf, Gemini.
Two Go
Zero-dependency fluent API and service testing for Node.js: chainable HTTP, rich assertions, soft assertions, polling, snapshots, sessions, faker and a utility belt, plus an optio…
Cursor Kenji
Curated Cursor AI agent skills, slash commands, MCP configs, subagents & rules for full-stack dev — React 19, Next.js 15, Supabase, Tailwind v4, TypeScript
Querywise
QueryWise: Natural-language SQL assistant with semantic context, glossary- aware query generation, and a React/FastAPI stack.
Ensemble
Multi-model consensus debate via the filesystem. LLMs propose, peer-review, rebut, vote and synthesize a group-confirmed answer. CLI + MCP.
Botcircuits Agent
Workflow-native AI agent for predictable and token-efficient multi-step automations
Zed Ejentum MCP
Zed editor extension wrapping the Ejentum MCP server. 8 cognitive operations (4 harnesses × dynamic + adaptive) available to Zed's agent.
spokenmd/spoken
Fetch published podcast transcripts as clean Markdown with real speaker names (not "Speaker 1") via the [Spoken](https://spoken.md) API. Search episodes, get transcripts, check cr…
renezander030/agentic-task-system
cli`
TheGoatPsy/mneme
native, accountable memory for Claude Code and any MCP client. Markdown is the source of truth, no LLM on the Stop path, redaction before every derived store.