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.
Openmcp Monitor
OpenMCP Monitor — local observability for MCP servers across Claude, OpenCode & the agent stack. Inspect every JSON-RPC frame, track service tokens, manage processes. Zero-depende…
LLM Gateway Architecture
Architecture and design decisions behind a multi-provider LLM gateway, MCP tool layer, and real-time streaming chat in a production SaaS platform. Writeup only, no source code.
Nervous System Action
GitHub Action for Nervous System LLM behavioral enforcement - checks PRs against governance rules
LRO
Large Result Offloading (LRO) -- a token-aware strategy for managing large tool outputs in LLM context windows. Includes empirical evaluation and formal specification.
Feynman Loop
Explain-it-back as an MCP connector: it grounds a check in your own sources, scores it with verified evidence (not model vibes), and resurfaces what you don't yet know. Local-firs…
Rag MCP Hyperparameter Tuning
RAG and MCP hyperparameter tuning playbook with runnable code. Tune chunk_size, similarity_threshold, top_k, rerankers, and MCP agent guardrails. Runs offline, no API keys.
LLM Dev Toolkit
A fast, single-binary CLI for listing, finding, searching, and inspecting files — git-aware by default.
Ottrix
Lightweight TypeScript framework for LLM agents: ReAct loop, tool calling, MCP, multi-agent workflows, memory, guardrails & observability. Claude, OpenAI & Ollama via fetch — no v…
AidX
CLI toolkit for Claude, GPT & AI coding assistants - MCP server manager, context builder, prompt library, cost tracking
A7OM MCP
Live AI inference pricing for 50+ vendors and 3600+ SKUs. Query models, benchmarks, and KPIs via MCP. Works with Claude, Cursor, and Windsurf. Four tools free.
Webmcp Adapter Formik
Connect Formik forms to AI assistants via WebMCP. Enables AI to fill fields, validate inputs, manage arrays, and navigate multi-step forms.
Supaproxy Core
AI operations platform. Route any LLM to any team through one governed layer.
Tokscope
Token-spend analytics for Claude Code — per-tool, per-task, per-project. CLI + web dashboard + MCP server.
Agent Anatomy
Interactive visualization of LLM agent internals — real API message flow (tool_use, tool_result, MCP, Skills). Agent Engineering = Context Engineering.
Resilient Research
Autonomous multi-provider web research pipeline exposed as an MCP server — LangGraph + FastMCP + LiteLLM, deployed on Azure Container Apps
Onpay MCP
MCP server for the OnPay API — query sales records and update shipping info from any MCP client.
Agentic Due Diligence
Multi-Agent AI Due Diligence Platform for Startup Investment Analysis using Multiple LLMs, Agentic Workflows, and Structured Evaluation Frameworks.
Isbanned API
Free no-key API to check if a Telegram channel/chat/bot/user is banned, restricted or shadowbanned. Examples + MCP server for LLM agents (LangChain, n8n, Claude/MCP).
Agentspace
A local agent runtime & workspace — a tiny agent OS in your shell. Natural-language orchestration, MCP tools, and agents that write their own tools & agents (via PI). Built from s…
Doviz MCP
🇹🇷 TCMB resmi döviz kurlarını LLM'lere açan MCP sunucusu. | MCP server exposing Turkish Central Bank (TCMB) exchange rates to Claude/LLMs.
Omnarai Memory Engine
A callable memory-and-divergence substrate for AI systems: an attributed multi-intelligence corpus, cross-model divergence atlas, deliberation engine, and open MCP/API
Research Copilot
A local AI research assistant that searches, reads, summarizes, and remembers—with transparent tool calls and zero cloud dependencies. Built with Ollama, MCP protocol, and Streaml…
Spring AI MCP Integration
MCP (Model Context Protocol) integration with Spring Boot and Spring AI — Java tools auto-called by LLM via natural language
Ops Infrastructure
Secure Model Context Protocol server with Pydantic validation, RBAC, PostgreSQL audit trails, and multi-API integrations (Tavily, Open-Meteo)
Strike
Active adversarial security scanner for Model Context Protocol (MCP) servers: runtime attacks, LLM-as-judge, and an adaptive agent.
Betterthantoon
GCF vs TOON benchmark data
Arctic Shift MCP
Zero-auth, drop-in Reddit MCP server backed by the Arctic Shift archive — search/read Reddit with no login; optional write tools (post/reply/vote) with your own Reddit API key.
Knowledge Curator MCP
Local, zero-cost MCP server that fact-checks Markdown/Obsidian notes using a local LLM (Ollama) + free sources (Wikipedia, DuckDuckGo)
Sandboxmcp
Hardened polyglot code sandbox for AI agents — isolated execution with seccomp/namespaces. Python lib · CLI · MCP server · FastAPI.
Offsec Orchestrator
Governed agentic orchestration for reverse engineering and authorized pentesting — real MCP tool integration, scope/ROE gate, default-deny + human approval, tamper-evident audit.
Local Fusion
Local OpenRouter-Fusion-style multi-model council: panel + judge + synthesizer over local OpenAI-compatible servers (Ollama/LM Studio/llama.cpp) and/or Pi subscription models. Inc…
Git Ops
MCP server for Claude Code: Structured Git operations via GitPython.
Agent Bulletin
Tiny Redis-backed bulletin board for AI agents: post to a project, check what's new. A small MCP server (+ optional web UI).
Hotswap Agent
Hot-pluggable MCP multi-agent assistant — tool servers load on-demand, execute, and auto-detach without restart. LLM-powered routing via Ollama, Redis-backed tool registry + chat…
BlendDC MCP
189-tool Blender MCP server for building photorealistic datacenter environments — EIA-310 racks, cables, facility sections, UE5 export. Works with Claude Desktop, Cursor, Continue…
Matterpilot
Legal AI matter platform: pluggable workflow packs (court-notice intake, contract review), matter-scoped pgvector RAG, Office add-ins, MCP server, eval harness
Sententim
Deterministyczny weryfikator sygnatur polskich wyroków · MCP · lokalnie · offline · zero LLM w runtime. FOUND / NOT_FOUND / AMBIGUOUS — z twardymi faktami ze źródła publicznego (S…
AI Agent Systems Course
Hands-on, self-paced course for building AI agent systems in Python: MCP (Model Context Protocol), A2A (Agent-to-Agent), LangGraph/LangChain, DeepAgent, and a ReAct code-executor…
Dynamic Tool Loader
LangGraph agent demonstrating static vs dynamic MCP tool loading using FAISS vector search. 93% token reduction. Three real MCP servers (Jira, GitHub, Notify) with stdio and HTTP/…
Hava Durumu MCP
🇹🇷 Türkiye için hava durumu MCP sunucusu (Open-Meteo, anahtarsız). | Turkish weather MCP server for Claude/LLMs.
Research Radar
Multi-agent AI assistant (Google ADK + MCP + Gemini) that scouts, analyzes, and briefs arXiv literature - and remembers what it already showed you.
CLI Chat
Interactive CLI chat that connects Claude to a custom MCP server — built in Python with Tools, Resources & Prompts over STDIO.
Tokenomics
Fresh, live LLM pricing for AI agents — CLI + MCP server. 400+ models from the OpenRouter Models API, normalized to USD per 1M tokens.
Ldash
Local-first, Trello-like project planning board with AI built in — Kanban board with an MCP server, realtime SSE, and built-in LLM chat; SQLite is the source of truth.
Profiles
Context-aware web search MCP for AI agents — reads your project's AGENTS.md, compiles project context into agent-shaped queries, and searches through the You.com Search API. npx -…
Ask Seranking API
Claude Agent Skill that answers SE Ranking API & MCP questions and cites the exact official documentation section for every answer.
Modelbound Claude Code Plugin
Official ModelBound plugin for Claude Code — sync skills and rules, run the Skill Development Pipeline, optimize tokens, and guard MCP/bash tool use.
Vasco
Web research toolkit for LLM agents: search, fetch, extract, answer, map. MCP server + CLI + daemon, with anti-bot escalation and caching.
Blue Prism V7 MCP
A distributable Model Context Protocol (MCP) server for Blue Prism v7 Enterprise. It gives an LLM agent governed access to a Blue Prism estate over the supported v7 REST API — wor…
Gems
A mined, cited, searchable corpus of implementation patterns from open-source AI-agent and research repos - queryable by coding agents over MCP (gems_query / gems_ground / gems_in…