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MCP servers tagged llm-agents
531 live MCP servers tagged "llm-agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm-agents.
Cursor Token Saver
A cognitive layer for AI coding agents: content-addressed evidence store for lossless token savings; verifiable semantic memory + project world model + skill runbooks. Fully local…
Agent Engineering Curriculum
A 36-chapter curriculum on building, evaluating, securing and operating LLM agents in production: patterns, context engineering, memory, frameworks, MCP and A2A, evals, observabil…
Agentic AI
Practical Google ADK projects for building Agentic AI — from basic agents and tools to state, memory, multi-agent systems, and workflows.
Director
Builds and edits functional 3D scenes in Unreal Engine from small structured requests, for small or local LLMs. Successor of unreal-local-director.
Fuse
Deterministic failure handling for MCP: the Error Policy standard + a zero-config resilience proxy. Stop letting your LLM debug your network.
Sieve
Transparent feedback compression middleware for LLM coding agents
Finance Agent
LangGraph and MCP multi-agent prototype for structured A-share research with bounded evaluation and reflection.
Dev Kit MCP Server
Agent development tool-kit
A Mem MCP Server
A-MEM Agentic Memory System - MCP Server for IDE Integration (Cursor, VSCode) | Dual-Storage: ChromaDB + NetworkX DiGraph with explicit typed edges | Based on Zettelkasten
Chub
Agent-agnostic context, tracking, and cost analytics for AI-assisted development. Curated docs · Session tracking · Cost analytics · Team knowledge — all git-native
Awesome Agent Frameworks
Architecture-focused guide to open-source personal AI agent frameworks (the Claw ecosystem)
dolphinquant/echolon
mcp`.
Cognigy AI MCP Management Server
MCP server for Cognigy.AI - 132 tools that let Claude, Cursor & other AI assistants build, configure, test & operate conversational AI agents via the Model Context Protocol.
Agent Chassis
Contract-first orchestration for long-running coding agents: scoped work records, local dispatch, review evidence, and enforcement provenance.
A8 Loom Coordinator
Governance, skills, and hooks stack for running Claude (or any capable LLM) as an autonomous senior engineer on any software project — frontend or backend, any language. MIT.
AgentIQ
Agentic API testing and security validation: AI agents that act only through a permission-gated, SSRF-guarded, audited MCP tool layer.
Warden AI
The structurally-verified context layer for AI coding agents. Cut 50-90% of your agent's token spend.
Brain AI Memory
Turn MEMORY.md into project-scoped, versioned memory for Codex, Claude Code, and MCP agents across sessions.
2origin
本象协议 Benxiang · 一源万影：保存本象，按需投影。面向 AI 的持久对象表示层——AI 只提交语义事务，确定性编译器校验后才落地，每个字段都能回答「凭什么」。A2 消融实测（2026-08-13，README §5）：唯一幸存的分类性主张是结构性的——提示词结构上产不出证据链；A3 全套机制给 15.0%/27.5% 受测字段可溯源证据，所有纯…
Prolog Agent Toolkit
Prolog Agent Framework, Reusable Agent Skills, MCP Server Pattern, Neurosymbolic AI, and Safe Multi-Engine Execution (Scryer, SWI, Trealla, Tau).
Another Brain
Long-term memory your AI coding agents actually share. One brain, many agents — standalone embedded MCP server: SQLite + FTS5 + vector hybrid search, local ONNX embeddings, self-e…
Claude Explains
AI-powered video generation with Claude Code. Describe a topic and get a fully animated MP4 with voice-synced visuals, persistent diagrams, and TTS narration. No video editing or…
Unify
Unify MCP servers behind one endpoint with lazy loading, Python plugins, and role-based filtering for lower overhead and simpler config
Claude Code For AI Engineers
Open-source preview of *Claude Code for AI Engineers* - a methodology-first skill pack for RAG eval, agent debugging, MCP servers, paper reproduction, and benchmark reporting. Ful…
Ellmos
Local-first LLM operating-system hub for BACH, Rinnsal, gardener, SQLite agent memory, MCP servers, skills, and multi-agent orchestration
Awesome Social Media Skills
Curated, portable AI agent skills for researching, creating, repurposing, publishing, and analyzing social-media content. 26 skills, MIT licensed.
AI Customer Support Agent
Multi-agent AI customer support system built with LangGraph, LangChain, OpenAI, and RAG, showcasing a modular architecture for intelligent task routing, retrieval, tool use and hu…
Ilinxa Capture
Video frame extraction & composition service for AI vision pipelines, extracts frames via FFmpeg and composes them into 1×1/2×2/4×4 grid sheets for multimodal LLMs. REST API, Web…
Floe Labs Docs
Cost & margin ledger for voice AI
Dsm MCP
Dynamic Segmented Memory (DSM) engine for AI agents via Model Context Protocol (MCP).
3d Printing Ops
AI-agent skill marketplace and MCP tooling for practical 3D printing operations
Any Docs MCP
AnyDocsMCP | A Universal MCP Documentation Pipeline for AI Assistants
NutriSastho AI
NutriShastho AI is a Bangladesh-focused health and nutrition assistant built by 99BugsInCode. It connects household food budget, Bangladeshi meal planning, basic health monitoring…
Dsh Memory Forget
Forgetting engine for AI agents — memory TTL, decay, eviction, audit. The opposite of memory programming. DSH plugin + local skill + CLI.
Open Mind MCP Server
MCP server that exposes Open Mind's verification-first codebase context to AI agents — glossary, architecture, flows, and claim validation, with file:line evidence for every answe…
Pentest MCP Toolkit
Pentest MCP Toolkit: 50 Kali Linux security tools exposed as one MCP server over Docker stdio, built to be driven 100% by AI agents (Claude Code, Codex). For authorized pentests o…
Omniagent AI Data Analyst
Open source AI data analyst that answers questions about your data in plain English. Governed by a dbt semantic layer, runs locally on DuckDB, refuses to guess when it is unsure,…
Sqlite Bridge
Model Context Protocol server for SQLite that is read-only by default — write tools are not advertised unless the server is started with READ_ONLY=false — with Zod-validated tool…
Downtime Arbiter
Multi-agent MCP server where a Maintenance and Production agent negotiate machine downtime to maximize workflow while keeping the machine safe and the Arbiter resolves the argument
Agentic Assistant
Multi-Agent system that automates google gmail and google calendar, i. e. your own personal assistant.
Landlord
Parallel Claude agents with contracts, not prompts. MCP server that decomposes a task into isolated tenant sessions with structured checkpoint validation and auto-eviction. Runs o…
Linear MCP Lean
Self-hosted Linear MCP server with response-shape control — lean field-trimmed reads, minimal write acks, drop-in tool names. Built for token-frugal LLM agents.
Claude AI Agents Ios
Claude Code subagents & skills for iOS, Swift & Xcode — evidence-based AI agents for architecture, testing, security, App Store review, and Tuist
Constitution Lint Action
GitHub Action that lints CLAUDE.md-style agent constitution files for missing operational guardrails — spend limits, injection defense, escalation paths, secrets rules
Financecontext MCP
The open-source finance-context MCP server behind Lumi — 19 tools over RLS-governed user financial data, with agent memory, rule drafting, and human-approval gates. Supabase JWT a…
A320 CLI
Headless A320 systems simulator built on FlyByWire, with a CLI and an MCP server so LLM agents can detect and manage failures following real ECAM/QRH procedures.
Piyapi
Give any AI application enterprise-grade, persistent memory through a simple API.
QUOTEZ
MCP server exposing MetaTrader 5 market data to LLM agents as typed, read-only tools. No order placement code exists in it
Fde Consultants Protocoles
FDE Consultants Protocoles — open-source Forward Deployed Engineer + DeepSCR protocol: turn any coding agent (Claude Code, Codex, Cursor) into a certifying engineer with verifiabl…
Harneloop
Build self-evolving AI agent harnesses with portable harness units, artifact-aware testing, trace-backed diagnosis, and evidence-gated promotion.