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.
Finlens
AI financial document copilot - chat with PDFs, Excel & CSVs, run financial analysis, and connect to QuickBooks via MCP
Grepmem
Vectorless agent memory. HTML storage + grep retrieval. LongMemEval-S R@5 = 98.9%. No embedding, no vector DB.
Chomper
Chomper - Chomp through any document. MCP server for parsing 36+ file formats with semantic chunking & TOON token optimization for Claude and AI systems.
Codex Nexus
Codex CLI plugin for Nexus multi-agent orchestration — installs nexus-core's lead agent, subagents, nx MCP server, skills, and tag hooks (Codex v0.129+).
Standarflow
Local session, artefact and conversation store for AI-assisted work — a Rust CLI and MCP server over a per-workspace SQLite database.
Shield Pii
🛡️ Real-time PII redaction proxy for MCP (Model Context Protocol) — detects and masks 23 entity types before they reach the LLM. Drop-in privacy layer for Claude Desktop with zero…
Opencode Nexus
OpenCode plugin for Nexus multi-agent orchestration — wires up nexus-core's lead agent, subagents, nx MCP server, and plan/auto-plan/run skills in OpenCode.
Memory Mesh
🧠 Local-first MCP server giving Claude, ChatGPT and Gemini shared memory with conflict detection
WinControl MCP Driver
WCMD 讓你的agent可以控制你的電腦without only using command
Toad MCP Server
MCP server exposing portfolio tools (Semantic Search, Eval Framework, Observability) via Model Context Protocol
Digital Twin MCP Portfolio
Digital Twin MCP Server - A RAG-powered AI assistant using Upstash Vector and Next.js
Realtime Exchange Rate MCP
MCP server for realtime currency exchange rates, historical FX data, and multi-currency lookups. Works with Claude Code, Cursor, Claude Desktop, and Windsurf.
Caddis Plugin
caddis — an opinionated Claude Code plugin for verification-first agentic development: phased TDD planning, cross-vendor code review, independent phase validation, and session con…
Teamflow MCP
MCP server connecting AI agents (Claude, Cursor) to Notion, Slack & Jira. The turnkey connector Zapier never shipped.
Sketchpad MCP
A visual input tool for AI coding agents. The human sketches; the agent reads the sketch.
Akopia
Plug. Sync. Serve. — headless retrieval plane for your AI stack. Self-hosted RAG infra with Qdrant + Meilisearch + Redis, plugin-first, MCP-native.
Orgai Platform
Self-hosted AI compliance enforcement — one policy source enforced across Claude Code, Cursor, Copilot & any MCP agent, with git-hook + CI gates and an append-only audit trail
Lean
A lazy-loading MCP proxy that keeps your agent's context window small — it exposes upstream tool schemas only when they're actually needed.
Document Adapter
LLM이 DOCX/PPTX/HWPX 문서를 직접 편집할 수 있게 해주는 통합 어댑터 + MCP 서버. Claude Desktop / Claude Code / Anthropic API Tool Use 호환. pip install document-adapter
Mnemoverse SDK Python
Python SDK for Mnemoverse — persistent memory API for AI agents. Works with Claude, Cursor, ChatGPT, and any MCP client.
CodeRadar
React & TypeScript static analysis that maps every UI component to the APIs, state, and events behind it — and serves that context to AI coding agents over MCP. Screenshot or tick…
Haden Browser
A fast, AI-first web browser exposed through the Model Context Protocol.
Scikit
A unified life science data layer for your AI agents - genomics, proteomics, drug discovery, clinical trials across 300+ databases.
Graea
Give any LLM eyes on a Telegram bot it built: MTProto user client + real screenshots + vision reader + DuckDB run memory. MCP / CLI / HTTP. Source-available (ELv2).
Riven MCP
Official Riven MCP server — bring Riven chat, research, and multi-model council into any MCP client.
Reddit Research
Retrieval-augmented research CLI that answers questions using Reddit discussions as evidence — searches threads, ranks the useful comments, and returns cited context. Ships an MCP…
Deck Maker
Turn YouTube videos, webpages, or any text into Anki flashcards with Claude — MCP server + Claude Code plugin for vocab, Q&A, and cloze cards
Go MCP Anthropic Introduction
In-memory document store served over Model Context Protocol (stdio). Go rewrite of the Python mcp_server from Anthropic's MCP introduction, plus a completion handler, resource tem…
Awesome Agent Plugin
A curated list of awesome plugins and MCP servers for AI Agents. | 🤖 智能体插件与 MCP 服务精选优质列表。
Quantize Gguf MCP
MCP server for quantizing Hugging Face models to GGUF via llama.cpp — powered by QuantizeLab
Werkel
Claude plans and reviews, cheap models type. An MCP server that hands coding jobs to OpenCode workers in isolated git worktrees — hard price ceilings, a daily budget, and nothing…
Papyrus
Universal document ingestion engine — any file in, agent-ready Markdown out. PDF, Word, PowerPoint, Excel, HTML, EPUB and more, with structure preserved, page anchors you can cite…
Kortex Search
Unified web-search & research MCP server: fuses 18 sources (web, social, code, video, academic) via weighted RRF, re-ranks with a cross-encoder, MMR-diversifies, freshness-filters…
Delivery Schedule
Model Context Protocol (MCP) server for delivery schedules, milestones and due dates: produces a dated delivery schedule document. Dated deliverables against a quote or a work ord…
Petty Cash
Model Context Protocol (MCP) server for a petty cash book and voucher ledger: a cash float on the imprest system. A petty cash float on the imprest system, reconciled to the minor…
Markdown Convert MCP
Convert Markdown to Slack, Microsoft Teams, Jira, and plain text with an MCP server. Supports CommonMark and GitHub-Flavored Markdown (GFM) and provides platform-specific formatti…
JuiceBox For Unity
JuiceBox for Unity - machine-readable format specs and agent instructions for a node-graph animation tool. The .jbx and .jbxpatch contracts, agent skill package, and worked exampl…
Positive Search MCP
Infrastructure for trading AI agents and their humans — save tokens while getting the highest-quality information about the current news background.
Awesome MCP Registries
A curated list of every place to publish, list and submit an MCP (Model Context Protocol) server — the official registry, auto-indexing directories, submission-based registries, a…
Nutri
Production nutrition-tracking PWA (React, Supabase) built and operated inside Claude Code: production RAG pipeline, hybrid semantic search (pgvector), self-built remote MCP server…
Bubble Agent MCP
Find emerging conversations before they blow up. An MCP server that brings live Bubble Agent trend intelligence to Claude, Codex, Cursor, and more.
Aico
Open-source AI coding agent for the terminal and a local web workspace. Bring your own key — Claude, GPT, Gemini, DeepSeek, GLM or local Ollama. Opens what it builds in a real bro…
Agentic Harness
The operating system I wrap around coding agents to ship and maintain production software: durable context, decision discipline, orchestrated sub-agents, and verification gates. O…
R2mcp
Turn an R package into an MCP knowledge server — searchable functions, arguments, datasets, and examples for AI assistants.
Claude Code From Source
Explore Claude Code internals, architecture, and design patterns from original pseudocode and technical analysis
Mcport
Your MCPs deserve a better home. Migrate MCP servers from Codex CLI to Claude Code in one command.
Threadline Core
Local-first continuity memory for AI coding agents. An MCP server that remembers decisions, open loops & findings across sessions. No cloud, evidence-gated, Apache-2.0.
Kahin MCP
Kahin,hibrit bir cdp ansiklopedisi,anti-detect browser otomasyon mcpsidir. Yerleşik olarak obscura ve camoufox kullanır,dinamik olarak göreve göre seçer.Seçimi ajanınız yapar.
Japan Ir Search
AIエージェントから日本企業の有報を全文検索できる MCP サーバー（ホスト版あり）
Netloc8 MCP
Model Context Protocol server for NetLoc8. Give AI agents and LLMs access to IP geolocation, timezone, and location intelligence tools.