AI & Machine Learning
3539 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 |
actual-mcp-server
Docker MCP server connecting Claude Desktop/LibreChat/LobeChat to Actual Budget…
|
94 | A | 100 | — | — | 84 | 95 | ||
| 2 |
augments-mcp-server
Augments MCP Server - A comprehensive framework documentation provider for Clau…
|
92 | A | 100 | 100 | 96 | 80 | 80 | ||
| 3 |
Knowledge Graph Memory Server
A persistent memory system using a local knowledge graph that enables Claude to…
|
91 | A | 100 | 100 | 91 | 60 | 95 | ||
| 4 |
nexus-mcp
Invoke CLI agents (Gemini, Codex, Claude, OpenCode) as MCP tools with parallel …
|
91 | A | 90 | — | — | 79 | 95 | ||
| 5 |
terminal-mcp
A minimal, zero-dependency terminal MCP (Model Context Protocol) client built f…
|
91 | A | 96 | 100 | 93 | 59 | 95 | ||
| 6 |
mcp-hfspace
Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, …
|
90 | A | 96 | 100 | 93 | 72 | 80 | ||
| 7 |
Remote Terminal
Execute commands on remote Linux servers through Claude with an interactive web…
|
90 | A | 100 | 100 | — | 65 | 95 | ||
| 8 |
Houtini-lm
Houtini LM - LM Studio MCP Server with Expert Prompt Library and Custom Prompti…
|
90 | A | 90 | 100 | — | 73 | 95 | ||
| 9 |
devtap
Bridge build/dev process output to AI coding sessions via MCP — supports Claude…
|
90 | A | 90 | — | — | 71 | 95 | ||
| 10 |
lastfm-mcp
An MCP server that provides seamless access to a user's Last.fm listening data …
|
90 | A | 79 | 100 | 98 | 73 | 90 | ||
| 11 |
claude-token-saver-mcp
MCP server that offloads routine coding tasks to local LLM (Ollama) to save Cla…
|
89 | A | 84 | — | — | 80 | 95 | ||
| 12 |
GOLEM-3DMCP-Rhino-
GOLEM-3DMCP implements the Model Context Protocol to give AI agents direct, pro…
|
89 | A | 90 | — | — | 80 | 95 | ||
| 13 |
OpenBotCity MCP Server
Connects Claude agents to a persistent virtual city where they can register, ex…
|
88 | A | 100 | 100 | 100 | 37 | 81 | ||
| 14 |
Audrey
Persistent memory and continuity engine for Claude Code and AI agents.
|
88 | A | 84 | — | — | 87 | 95 | ||
| 15 |
brainlayer
Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5…
|
88 | A | 94 | — | — | 70 | 95 | ||
| 16 |
claude-code-conversation-search-mcp
Search Claude Code conversation history with natural language queries across al…
|
87 | A | 100 | 100 | — | 61 | 95 | ||
| 17 |
rybbit-mcp
Enables querying Rybbit Analytics data directly through MCP-compatible clients …
|
87 | A | 100 | 75 | — | 74 | 92 | ||
| 18 |
claude-memory-manager
Cross-session memory for Claude Code — context capture, semantic search, recall
|
87 | A | 90 | — | — | 56 | 95 | ||
| 19 |
flompt
Visual AI prompt builder that decomposes any raw prompt into 12 semantic blocks…
|
87 | A | 96 | 86 | — | 78 | 82 | ||
| 20 |
Minecraft Bedrock Education MCP
Enables controlling Minecraft Bedrock and Education Edition through natural lan…
|
87 | A | 96 | 100 | — | 49 | 95 | ||
| 21 |
fastapi_mcp
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
|
87 | A | 96 | 63 | — | 94 | 94 | ||
| 22 |
mcp-server-salesforce
Salesforce MCP Server
|
87 | A | 86 | 100 | — | 57 | 95 | ||
| 23 |
BULC Building Designer
Connects Claude Desktop to BULC fire simulation software for AI-powered buildin…
|
87 | A | 92 | 100 | — | 47 | 95 | ||
| 24 |
ruflo
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi…
|
87 | A | 96 | 67 | — | 86 | 95 | ||
| 25 |
whisper-mcp
Local audio transcription using whisper.cpp. Transcribe with OpenAI Whisper mod…
|
87 | A | 90 | 100 | — | 59 | 95 | ||
| 26 |
bear-notes-mcp
MCP Server for Bear note taking app available as Claude Desktop extension or st…
|
86 | A | 69 | — | — | 87 | 95 | ||
| 27 |
gopher-mcp
Modern, cross-platform MCP server enabling AI assistants to browse and interact…
|
86 | A | 96 | 58 | — | 79 | 95 | ||
| 28 |
Redact MCP
Auto-detects and obfuscates PII (IPs, emails, API keys, names) so Claude never …
|
86 | A | 96 | — | — | 41 | 95 | ||
| 29 |
Claude Gemini MCP Integration
A lightweight server that connects Claude Code with Google's Gemini AI models, …
|
86 | A | 90 | 77 | — | 71 | 91 | ||
| 30 |
mcp-knowledge-graph
MCP server enabling persistent memory for Claude through a local knowledge grap…
|
86 | A | 90 | 82 | — | 71 | 95 | ||
| 31 |
Appwrite Docs MCP Server
Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrit…
|
86 | A | 96 | 92 | 90 | 47 | 81 | ||
| 32 |
Scratchpad MCP Server
Provides a 'think' tool that allows Claude and other LLMs to add dedicated thin…
|
86 | A | 90 | 100 | — | 41 | 92 | ||
| 33 |
Prompt Cleaner MCP Server
Enables cleaning and sanitizing prompts through an LLM-powered tool that remove…
|
85 | A | 90 | 100 | — | 49 | 81 | ||
| 34 | vulcan-file-ops | 85 | A | 100 | 57 | — | 72 | 95 | ||
| 35 |
codex-mcp-server
MCP server wrapper for OpenAI Codex CLI that enables Claude Code to leverage Co…
|
85 | A | 96 | 100 | — | 62 | 95 | ||
| 36 |
YOKATLAS API MCP Server
Provides an MCP interface for accessing YOKATLAS (Turkish Higher Education Coun…
|
85 | A | 86 | 100 | 88 | 48 | 81 | ||
| 37 |
gemini-image-studio
AI image generation and editing with Google Gemini. Structured JSON editing.
|
85 | A | 84 | — | — | 75 | 83 | ||
| 38 |
claude-desktop-extension-bear-notes
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
|
85 | A | 84 | 65 | — | 86 | 92 | ||
| 39 |
n8n Workflow Builder MCP Server
Enables users to create, manage, and monitor n8n workflows through natural lang…
|
85 | A | 100 | 66 | — | 81 | 81 | ||
| 40 |
Video Transcriber MCP Server
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
|
85 | A | 90 | 100 | — | 42 | 95 | ||
| 41 |
ClaudeR - RStudio MCP Server
Connect RStudio to AI assistants for interactive R coding and data analysis.
|
85 | A | 100 | 66 | — | 62 | 95 | ||
| 42 |
FLUX MCP Server
Enables high-quality image generation using FLUX.1-dev through Claude Desktop o…
|
85 | A | 100 | 62 | — | 65 | 95 | ||
| 43 |
Roundtable
Multi-model AI debates: GPT-4o, Claude, Gemini & 200+ models discuss, then synt…
|
85 | A | — | 76 | 97 | — | 81 | ||
| 44 |
Astro Docs MCP Server
Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access t…
|
85 | A | 92 | 100 | 96 | 25 | 81 | ||
| 45 |
robotstxt-ai
Analyze and generate robots.txt with AI crawler detection for 20+ bots like GPT…
|
85 | A | 76 | — | — | 69 | 95 | ||
| 46 |
local-skills-mcp
Universal MCP server enabling any LLM or AI agent to utilize expert skills from…
|
84 | B | 84 | 62 | — | 84 | 95 | ||
| 47 |
ai-vision-mcp
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
|
84 | B | 100 | 61 | — | 76 | 92 | ||
| 48 |
Image Generation MCP
Generates blog and social media images using Google's Gemini AI with pre-config…
|
84 | B | 78 | 100 | — | 63 | 81 | ||
| 49 |
Memory MCP Server
SQLite-backed memory storage for MCP agents with optional semantic search via O…
|
84 | B | 78 | 100 | — | 45 | 95 | ||
| 50 |
Claude Mobile
Enables mobile device automation for Android (via ADB) and iOS Simulator (via s…
|
84 | B | 90 | — | — | 59 | 95 |