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.
Screen MCP
Linux Wayland computer-use MCP for Claude Code & Grok — screenshot, click, type any desktop app.
Compress Tokens
MCP server that compresses text by removing unnecessary tokens using local LLM surprisal scoring
Agentic Veritas
Intent compilation and uncertainty detection for AI agents — truth verification, ambiguity resolution, causal reasoning. Rust core + MCP server.
Agentic Forge
Blueprint engine for complete project architecture before code generation — entity inference, dependency resolution, skeleton generation. Rust core + MCP server.
Agentic Aegis
Streaming validation engine for AI agents — real-time code validation during generation, shadow execution, protection layers. Rust core + MCP server.
Agentic Evolve
Pattern library engine for AI agents — crystallizes verified code patterns for instant rebuilds, 15-second subsequent builds. Rust core + MCP server.
Triumvirate
Three AI agents. One coordination layer. No relay server.
API To Tools
Universal library that converts any API (OpenAPI, WSDL/SOAP, GraphQL, gRPC) into LLM-callable tool definitions
Gsheet CLI
A blazing-fast CLI for Google Sheets with local DuckDB caching and MCP server support
DocuMind
Production-grade multi-agent RAG system with a self-correcting LangGraph supervisor (Researcher, Synthesizer, Critic), agentic tool calling, hybrid search, and an MCP server. Buil…
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…
Cml
Implement Contextual Structure Expression: A Unified Modeling Framework for Semantic Contextual Markup
Mcpkill
Semantic cache proxy for MCP servers — cut Claude's token usage by up to 79%
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…
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…
Safeguard
🛡️ Security scanner for MCP (Model Context Protocol) servers — prompt injection, credential exposure, SSRF, tool poisoning & source-level credential-handling flaws. pip install mc…
Alloy
The AI-powered workspace that automatically transforms raw Git commits into polished, platform-native release notes.
ocbenji/bitcoinbenji-mcp
g @bitcoinbenji/mcp`
Memory Indexer
.NET SDK and MCP server implementing a cognitive science-based 3-axis memory system (type x scope x tier) for LLM context management beyond finite context windows.
alforge-labs/alpha-forge-mcp
mcp`
CLI Note App
A CLI assistant built with the Model Context Protocol (MCP) featuring FastMCP tools, resources, prompts, agentic tool loops, and a prompt-toolkit shell with @doc mentions and /sla…
Groundwork
An agent that answers questions about AI engineering from a knowledge base about AI engineering, so every answer is also a worked example of the retrieval that produced it. LangGr…
DevContext2
Point it at any .NET repo and get a map you can trust — every edge cites file and line. Roslyn code graph with Map + Trace views, LLM context packs, MCP server. Tauri + Angular.
Agentic Substrate
The architecture of LLM-native software: LLMs compute, Skills encode workflows, Agents orchestrate. Includes installable Skills for knowledge workers.
rob925/mcp-shield
server`
Ibm Multimodal Agentic MCP Labs
LLM data-structuring pipeline with Pydantic validation and JSON auto-repair, plus a complete Model Context Protocol (MCP) stack — FastMCP server, protocol-level client with roots/…
Longform Memory MCP
MCP server giving your AI writing assistant a constant-size memory of a long document. Chapter 1000 costs the same tokens as chapter 10. Local-only: no account, no API key, no net…
MCP Trust Index
🛡️ Auto-updating trust scorecard for MCP servers — graded A–F on security + liveness, not popularity.
ToolRouter
Pick the right tool and know when to abstain. Found the '100% clear-query accuracy' only held on the tools' own keyword vocabulary: natural questions scored 5/15. Fixed with vocab…
Melaya
Governed AI agents that actually do the work - in the cloud or on your own machine - across business systems, real browser tabs and real Android apps. Visual builder, MCP server,…
Ultra Jira MCP
MCP server for Jira Cloud - Full API access for AI models
Extensible MCP
MCP proxy with on-demand server loading, searchable tools, and pluggable filters for access control
Swiggy Builders Club AI Agent
Pluggable orchestration layer across multiple MCP servers with context-aware task prioritization
Shadow Vision
Open-source MCP vision server that gives text-only LLMs and AI agents image understanding, OCR, visual analysis, UI inspection, and multimodal capabilities.
Foodpanda AI MCP
Unofficial MCP server for foodpanda public discovery data across 10 markets - search restaurants, read menus and prices, compare fees, find deals. Read-only, no API key, no accoun…
Github AI Assistant
🤖 Boost your development workflow with this AI-powered GitHub command-line assistant for quicker and smarter coding.
Python Interpreter MCP
A Model Context Server providing simple features to automate python script execution via LLMs.
Agent4Molecule
LLM Agent for Automating Molecular Discovery Pipelines
Notion Finance Assistant
The open-source, terminal-based AI finance assistant that connects Notion and LLMs. Automate your expense tracking, run smart queries, and power up Claude, OpenAI, or Mistral with…
Local RAG Backend
This is the backend for a RAG system that runs on Docker Compose. It registers documents in a wide range of file formats, which can be searched using the MCP server.
Llamaindex MCP Server
MCP server that provides LlamaIndex documentation access through Docker
Travel Agency Database Models
Database schema model change with prompts and automatic PR creation using GitHub Copilot
EvoAI
An ollama based LLM interface for providing agentic abilities to LLMs.
Code Feedback
A powerful, open-source Model Context Protocol (MCP) server for automated, multi-language code feedback, validation, and project analysis. Designed for developers, teams, and LLM-…
Binoculo MCP
Banner grabbing with LLM (MCP Server)
Mcap Protocol
Mainframe Context Aware Protocol (MCAP) for AI - Driven Legacy Modernization
Azure Community MCP Servers
This directory showcases various Model Context Protocol (MCP) servers. These servers enable Large Language Models (LLMs) to securely access tools and data sources from Microsoft A…
GoogleDocsMCP
A repository to build an MCP that communicates and connects Google Docs with LLMs for valuable insights extraction
K8s Assistant
Kubernetes Assistant for troubleshooting issues using LLM knowledge integrated with OCI CLI and OpenSearch
Price Monitoring Agent
My profolio full-stack AI agent demo, built end-to-end with Next.js, TypeScript, Node.js, and PostgreSQL. MCP-backed chat interface for natural-language CRUD; BullMQ async worker…