AI & Machine Learning
4909 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 |
File Organizer MCP
A powerful, security-hardened MCP server for intelligent file organization. Pro…
|
94 | A | 94 | — | — | 91 | 95 | ||
| 2 |
actual-mcp-server
Docker MCP server connecting Claude Desktop/LibreChat/LobeChat to Actual Budget…
|
94 | A | 94 | — | — | 94 | 95 | ||
| 3 |
Ollama-Omega
Official Ollama MCP Server. Exposes ollama_chat, ollama_generate, ollama_pull_m…
|
94 | A | 100 | — | — | 83 | 95 | ||
| 4 |
mcp
🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent …
|
94 | A | 100 | — | — | 81 | 95 | ||
| 5 |
ruflo
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi…
|
93 | A | 96 | — | — | 88 | 95 | ||
| 6 |
agent-bridge
A local bridge for bidirectional collaboration between Claude Code and Codex. 连…
|
92 | A | 96 | — | — | 81 | 95 | ||
| 7 |
Obsidian-Intelligence
Obsidian Intelligence turns your vault into a Model Context Protocol server. An…
|
92 | A | 94 | — | — | 83 | 95 | ||
| 8 |
DecisionNode
Record development decisions as structured JSON, embed as vectors via Gemini, a…
|
92 | A | 94 | — | — | 84 | 95 | ||
| 9 |
Knowledge Graph Memory Server
A persistent memory system using a local knowledge graph that enables Claude to…
|
91 | A | 100 | 100 | 91 | 60 | 95 | ||
| 10 |
terminal-mcp
A minimal, zero-dependency terminal MCP (Model Context Protocol) client built f…
|
91 | A | 96 | 100 | 93 | 59 | 95 | ||
| 11 |
FLUX MCP Server
Enables high-quality image generation using FLUX.1-dev through Claude Desktop o…
|
91 | A | 100 | — | — | 65 | 95 | ||
| 12 |
Mobbin MCP Server
Enables users to search and browse Mobbin's extensive library of mobile app des…
|
91 | A | 94 | — | — | 82 | 95 | ||
| 13 |
openexp
Outsource your understanding. Capture every human-AI decision as a step in a tr…
|
91 | A | 96 | — | — | 76 | 95 | ||
| 14 |
odoo-claude-mcp
Self-hosted MCP server connecting Claude to Odoo 15→19 — 197+ tools, multi-tena…
|
91 | A | 100 | — | — | 72 | 95 | HT | |
| 15 |
ClaudeR - RStudio MCP Server
Connect RStudio to AI assistants for interactive R coding and data analysis.
|
91 | A | 100 | — | — | 62 | 95 | ||
| 16 |
zettelforge
ZettelForge is an agentic memory system for cyber threat intelligence that extr…
|
91 | A | 90 | — | — | 88 | 95 | ||
| 17 |
toonify-mcp
Context compression plugin for Claude Code. Trims large JSON, logs, stack trace…
|
91 | A | 90 | — | — | 87 | 95 | ||
| 18 |
recallnest
Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini C…
|
90 | A | 90 | — | — | 83 | 95 | ||
| 19 |
devtap
Bridge build/dev process output to AI coding sessions via MCP — supports Claude…
|
90 | A | 90 | — | — | 71 | 95 | ||
| 20 |
Longhand
Local memory for Claude Code. Semantic recall across session history with zero …
|
90 | A | 96 | — | — | 75 | 95 | ||
| 21 |
immich-photo-manager
Turn your self-hosted Immich photo library into a conversation — natural langua…
|
90 | A | 100 | — | — | 66 | 95 | ||
| 22 |
mcp-hfspace
Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, …
|
90 | A | 96 | 100 | 93 | 72 | 80 | ||
| 23 |
mcp-n8n-workflow-builder
AI-powered n8n workflow automation through natural language. MCP server enablin…
|
90 | A | 100 | — | — | 79 | 81 | ||
| 24 |
glade-mcp-unity
Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to your Un…
|
89 | A | 100 | — | — | 63 | 95 | ||
| 25 |
claude-telegram-supercharged
Supercharged Claude Code Official Telegram plugin — threading, voice messages 2…
|
89 | A | 96 | — | — | 70 | 95 | ||
| 26 |
claude-token-saver-mcp
MCP server that offloads routine coding tasks to local LLM (Ollama) to save Cla…
|
89 | A | 84 | — | — | 80 | 95 | ||
| 27 |
GOLEM-3DMCP-Rhino-
GOLEM-3DMCP implements the Model Context Protocol to give AI agents direct, pro…
|
89 | A | 90 | — | — | 80 | 95 | ||
| 28 |
local-memory-mcp
Description: Persistent local memory for Claude, Cursor and Codex. 13 MCP tools…
|
89 | A | 90 | — | — | 81 | 95 | ||
| 29 |
claude-mcp-bridge
Wraps Claude Code CLI as MCP tools: query, search, structured, ping, listSessio…
|
88 | A | 94 | — | — | 84 | 83 | ||
| 30 |
claude-ollama-mcp
Lets Claude query and manage a local Ollama server — list models, inspect them,…
|
88 | A | 100 | — | — | 60 | 95 | ||
| 31 |
Unreal-MCP
AI bridge for Unreal Engine 5. Control the editor from Claude Code, Cursor, Win…
|
88 | A | 90 | — | — | 74 | 95 | C | |
| 32 |
claude-ops-telegram-server
Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, sea…
|
88 | A | 94 | — | — | 69 | 95 | ||
| 33 |
metabase-mcp
MCP server connecting Claude to Metabase with 28 tools for natural language dat…
|
88 | A | 88 | — | — | 77 | 95 | ||
| 34 |
ctx
Skill, agent, MCP and harness recommendation engine for Claude Code/custom LLMs…
|
88 | A | 96 | — | — | 67 | 95 | ||
| 35 |
agent-cost-mcp
Local-first Claude Code cost analyzer. Per-tool spend, daily trends, optimizati…
|
88 | A | 82 | — | — | 87 | 95 | ||
| 36 |
mcp-agent-memory
Persistent agent memory via filesystem-native consolidation daemon. Agents read…
|
88 | A | 90 | — | — | 74 | 95 | ||
| 37 |
squeez
Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenC…
|
88 | A | 90 | — | — | 75 | 95 | ||
| 38 |
skybridge
Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. T…
|
88 | A | 78 | — | — | 94 | 95 | ||
| 39 |
kernelchat/kbot
Open-source terminal AI agent with 600+ tools, 35 specialist agents, and 20 pro…
|
88 | A | 96 | — | — | 86 | 81 | ||
| 40 |
repowire
Peer-to-peer mesh for AI coding agents - connect Claude Code, Opencode, Codex, …
|
88 | A | 100 | — | — | 60 | 95 | HT | |
| 41 |
gemini-code-context-mcp
Gemini 2M context cache for Claude Code — persistent; repeat queries ~8x faster…
|
88 | A | 96 | — | — | 92 | 75 | ||
| 42 |
Chronica
Persistent memory MCP server for Claude Desktop. Gives Claude structured memory…
|
87 | A | 96 | — | — | 62 | 95 | ||
| 43 |
CPersona
Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword…
|
87 | A | 94 | — | — | 66 | 95 | ||
| 44 |
nexus-agents
nexus-agents makes your AI coding tools work together intelligently. It coordin…
|
87 | A | 96 | — | — | 82 | 81 | ||
| 45 |
bot-relay-mcp
MCP coordination primitive for multi-agent workflows. Lets multiple AI coding a…
|
87 | A | 90 | — | — | 92 | 81 | ||
| 46 |
claude-code-conversation-search-mcp
Search Claude Code conversation history with natural language queries across al…
|
87 | A | 100 | 100 | — | 61 | 95 | ||
| 47 |
knowledge-rag
Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-en…
|
87 | A | 88 | — | — | 74 | 95 | ||
| 48 |
MCP DevTools Server
An MCP server that standardizes and binds development tool patterns, enabling A…
|
87 | A | 81 | — | — | 86 | 95 | ||
| 49 |
forge
Structured planning, parallel execution in git worktrees, and deep validation f…
|
87 | A | 90 | — | — | 71 | 95 | ||
| 50 |
Minecraft Bedrock Education MCP
Enables controlling Minecraft Bedrock and Education Edition through natural lan…
|
87 | A | 96 | 100 | — | 49 | 95 |