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.
Mcpharden
MCP server hardening linter — capability declarations, transport, tool descriptions
Hyperstack
Disciplined Engineering Harness for AI Agents. MCP server + 21 adversarial skill gates. Real-time ground truth for React, Next.js, shadcn/ui, Motion, React Flow, Echo, Go, Rust, a…
Kalairos
Durable, private, time-aware memory engine for long-running AI agents
Ollama MCP Go
MCP server for Ollama — chat, generate, embed, list models. Pure Go, zero dependencies.
AI Driven Multimodal Analytics
Enterprise-grade Multimodal AI Gateway leveraging FastAPI, OpenAI (GPT-4o, Whisper, TTS), and MCP Server architecture. Featuring asynchronous task processing, Redis caching, and r…
Bazaar
🚀 Top MCP Server Integrations for AI Tools in 2026 – Curated Community Hacks
Recon Sentinel
Agentic reconciliation-break triage system — bounded LangGraph state machine, MCP trust-boundary tool split, human-approval interrupt, and a real eval harness.
Gray Matter
MCP gateway for the Gray Matter suite. Register ONE connector and get Neuron (semantic memory) + NeuRAG (knowledge base) as warm managed workers — combined pulse, context cache, c…
Secure Telegram MCP
Telegram MCP server where each AI client gets its own key, scoped to the chats and folders you pick. Sessions are encrypted at rest.
China Company Check MCP
Free MCP server & Agent Skill to search and verify mainland-China companies from official GSXT/SAMR registry data — company lookup, business registration, USCC, due diligence. Wor…
Clonst
Adversarial AI code review for Claude Code: an MCP server that has your plans and code critiqued by OpenAI Codex (via your ChatGPT subscription, no API keys), in a ping-pong loop…
ContextFlux
Task-adaptive repository context engine for coding agents: local MCP, exact token budgets, and dependency-aware retrieval.
Deep Research API
Add ChatGPT-style deep research to your agent or product. Self-hosted multi-agent research API with async jobs, signed webhooks, SSE streaming, MCP server, and 7 LLM providers.
Claude Rework
Local memory for Claude. Indexes your past sessions so Claude can answer questions about them for ~2.5k tokens instead of ~211k, and carries that memory to a new machine or accoun…
Privacy Filter Module
Drop-in PII detection & redaction for Python. Regex + heuristics + optional ML model. Use as a library, local REST API, or MCP server for Claude — offline by default, nothing logg…
Pdf Extractor Dsh Plugin
让 AI Agent 直接处理 PDF：提取/拆分/合并/旋转，100% 纯本地执行。DeepSeek Harness 插件，三种接入方式：DSH Skill / MCP Server / 原生 Cordis 插件。| PDF tools for AI agents - extract, split, merge, rotate, fully local.…
Xplane Dataref MCP
MCP server exposing X-Plane's datarefs and commands to LLM clients over the Web API
Phoenix MCP
Scoped, least-privilege MCP access to Home Assistant. Per-token permissions, capabilities, approvals, auditing, and a per-entity semantic safety layer. Uses a built-in client or o…
Cutforge Studio
Cutforge Studio — drive professional video composition, generation, and editing from your coding agent. 135+ effect ops, editable plan.json IR, MCP + CLI.
Memotrust
A cloud of trusted and proven memories for your AI agents.
Telegram Bot Skill
Expose any local CLI coding agent (Claude Code, opencode, Codex, Gemini) as a Telegram bot, or chat with your live session via MCP over stdio or Streamable HTTP (pull tools or Cla…
Easp
EASP Enterprise API-to-MCP Gateway
Claude Code Dig
Never lose context to compaction. Archive pre-compaction transcripts, restore working state, and let the model dig back into what it forgot — MCP tools for Claude Code.
Memoryhub
MCP server for persistent memory using Qdrant vector store
Spine Pro
Download and install the Spine Pro animation software for Windows 10 and 11. Access the direct setup link for 64-bit systems.
Linux Ssh MCP Server
Linux MCP server for remote administration over SSH
Chainquery
Text-to-SQL agent over public Hedera mainnet data. Ask in English, get the SQL back as the citation — with an eval harness whose cases are proven to reject careless queries. Also…
Gitlog MCP
Give your AI coding agent superpowers over git history — changelogs, commit analysis, blame attribution, and release notes via MCP. Zero runtime deps.
Kamernet MCP
MCP server for Kamernet.nl: search Dutch rooms, studios and apartments from Claude, Cursor, Codex and any AI agent
Truth Social MCP
Policy-aware MCP 2.x server for authorized Truth Social access — read-only by default, fails closed without explicit authorization.
Claims Ledger
Source-anchored claims ledgers for codebases and AI agents — CI-gated evidence verification. No anchor, no claim.
Agrosage
Multi-agent crop advisory for smallholder farmers: weather + mandi prices + agronomy rules, orchestrated by Claude or served over MCP. Zero-key offline demo.
Platitude
Detects AI slop by its rhetorical shape. Verdict plus the exact spans and reasons. CLI, Python API, MCP & skill for agents.
Searxng Local
MCP server for local web search via SearXNG with optimized GitHub fetching
Oncotarget Luad
Scientific MVP for LUAD target prioritization using knowledge graphs, GraphSAGE, and GraphRAG.
Yunleng
Camera vision MCP server: multi-camera, gesture recognition, object detection, scene understanding. Give your AI agent eyes
Skill Shelf
Config Server for the AI Era
Mneia
Shared project memory and handoff for teams working with AI agents. Checkpoint decisions, rehydrate context, hand work over — through MCP or the CLI, in Claude Code, Cursor, or Co…
Hyper
AI-authored, human-reviewable infrastructure automation. Nothing reaches the world unreviewed; nothing changes unseen.
Membro
Local-first memory for AI assistants: append-only fact ledger behind deterministic extraction walls, immutable transcripts, provenance-carrying summaries, MCP tools. Loopback-only…
Lingtai MCP
Self-evolving knowledge management system: Obsidian vault + a zero-dependency MCP server (86 tools). Refines raw materials into structured knowledge, evolves its own rules, and ru…
Dismcp
A simple, lightweight MCP server that exposes Discord bot functionality to AI agents. Built with Rust and serenity.
Aipocket
How much prepaid credit is left at each of your LLM API providers — one static Go binary, 19 providers, no stored keys.
Annuma Study Companion
AI active-recall study agent for AnNuMa — MCP server, read-only guardrail, LLM-as-judge
Excel Normalizer
Any Excel, any headers → 19 canonical fields → clean JSON. Works offline, LLM-enhanced, MCP server included.
Arxiver
Personal arXiv research assistant: semantic search, ML-based recommendations, LLM summaries, and an MCP server so Claude (or any agent) can query your reading history. FastAPI + C…
Chatgpt Escalation MCP
MCP server that lets AI coding agents escalate complex questions to ChatGPT Desktop (Windows)
Context Snapshot
A CLI tool to generate a complete snapshot of your project, including the directory tree and all file contents, into a single file for AI context.
Sandbar
Metacircular LLM memory system. RDFS-style classes + properties + inheritance, equipped with a four-axis retrieval surface (BM25F fulltext search, structural + temporal aggregati…
Role Scout
Agentic job search pipeline: LangGraph + HiTL review + Claude scoring + resume tailoring + MCP server