AI & Machine Learning
5043 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1501 |
SkillMesh
SkillMesh is a retrieval router for MCP/LLM tool catalogs. It selects top-K rel…
|
70 | B | 72 | 42 | — | 59 | 92 | ||
| 1502 |
AddressPenny MCP Server
An MCP server for AddressPenny address validation that enables users to validat…
|
70 | B | 63 | — | — | 66 | 81 | ||
| 1503 |
MCP Storybook Image Generator
Generates children's storybook illustrations in multiple art styles (3D cartoon…
|
70 | B | 72 | 71 | — | 20 | 81 | ||
| 1504 |
claude-ipc-mcp
AI-to-AI communication protocol for Claude, Gemini, and other AI assistants
|
70 | B | 69 | 50 | — | 70 | 90 | ||
| 1505 |
agent-breadcrumbs
Unified agent work logging and observability across ChatGPT, Claude, Cursor, Co…
|
70 | B | 86 | 36 | — | 56 | 82 | ||
| 1506 |
Time MCP
A Claude Model Configuration Protocol (MCP) server that provides real-time time…
|
70 | B | 66 | 58 | — | 20 | 94 | ||
| 1507 |
Claude MCP Servers
A toolkit for managing Claude desktop app extension configurations, enabling fe…
|
70 | B | 72 | 76 | — | 42 | 80 | ||
| 1508 |
wasurenagusa-mcp
An MCP server that provides persistent memory for AI assistants by automaticall…
|
70 | B | 71 | 53 | — | 50 | 95 | ||
| 1509 |
RhinoCommon MCP
Enables Claude to access Rhino 8 RhinoCommon API documentation for accurate cod…
|
70 | B | 80 | 53 | — | 41 | 81 | ||
| 1510 |
clio-mcp
Connect Claude to Clio with 15 tools for matters, contacts, tasks, billing, and…
|
70 | B | 88 | — | — | 53 | 60 | ||
| 1511 |
Anki MCP Data Bridge
Provides comprehensive CRUD access to Anki flashcard data via MCP, enabling Cla…
|
70 | B | 78 | 56 | — | 16 | 90 | ||
| 1512 |
mobile-device-mcp
49-tool MCP server for AI control of Android devices and iOS simulators. AI vis…
|
70 | B | 84 | — | — | 42 | 75 | ||
| 1513 |
zoho-mail-mcp
MCP server for Zoho Mail. Read, search, and send email from Claude.
|
70 | B | 61 | — | — | 50 | 95 | ||
| 1514 |
matlab-mcp-core-server
Run MATLAB® using AI applications with the official MATLAB MCP Server from Math…
|
70 | B | 60 | 55 | — | 75 | 95 | ||
| 1515 |
MCP Server Boilerplate
A starter template for building custom MCP (Model Context Protocol) servers tha…
|
70 | B | 54 | 100 | — | 26 | 95 | ||
| 1516 |
FastGPT Knowledge Base MCP
Intelligent knowledge base management tool that enables searching, browsing, an…
|
70 | B | 62 | 71 | — | 25 | 95 | ||
| 1517 |
Skill Retriever
A graph-based MCP server that discovers, resolves dependencies, and installs th…
|
70 | B | 84 | 55 | — | 31 | 78 | ||
| 1518 |
miniMCP
A lightweight MCP server that connects a local AI model (Ollama) with custom CR…
|
70 | B | 78 | — | — | 25 | 95 | ||
| 1519 |
SOAR MCP Server
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
|
70 | B | 90 | 40 | — | 50 | 81 | ||
| 1520 |
Chronos MCP
Provides Claude with persistent local memory and a structured knowledge graph f…
|
69 | C | 60 | — | — | 51 | 95 | ||
| 1521 |
ImageGen MCP Server
Enables AI image generation through multiple providers including OpenAI GPT-Ima…
|
69 | C | 60 | 82 | — | 53 | 81 | ||
| 1522 |
MCP Apple Notes
A Model Context Protocol server that enables semantic search and RAG over your …
|
69 | C | 63 | 58 | — | 21 | 95 | ||
| 1523 |
Claude Code MCP - Agent Orchestration Platform
Orchestrates multiple Claude Code agents across iTerm2 sessions with process-le…
|
69 | C | 78 | 43 | — | 26 | 95 | ||
| 1524 |
SharedMemory MCP Server
Gives Claude Code, Claude Desktop, Cursor, VS Code Copilot, and other MCP-compa…
|
69 | C | 66 | — | — | 55 | 83 | ||
| 1525 |
Ghost MCP Server
A Model Context Protocol server that enables management of Ghost blog content (…
|
69 | C | 63 | 68 | — | 33 | 77 | ||
| 1526 |
Enhanced Gemini MCP Server
Leverages Google's Gemini AI with a 1M token context window for comprehensive c…
|
69 | C | 78 | 48 | — | 40 | 81 | ||
| 1527 |
Splitwise MCP Server
Enables conversational control of Splitwise accounts through Claude AI, allowin…
|
69 | C | 76 | — | — | 43 | 81 | ||
| 1528 |
SSH-PowerShell MCP Server
Enables secure SSH command execution on remote servers and local PowerShell aut…
|
69 | C | 72 | 63 | — | 32 | 81 | ||
| 1529 |
Ableton MCP
Enables natural language control over Ableton Live for generating musical patte…
|
69 | C | 78 | 58 | — | 43 | 89 | ||
| 1530 |
MCP Nano Banana
Enables image generation using the Google Gemini API through a simple text prom…
|
69 | C | 78 | 47 | — | 33 | 81 | ||
| 1531 |
Workers MCP
✓
A package that connects Claude Desktop and other MCP clients to Cloudflare Work…
|
69 | C | 86 | 32 | — | 57 | 81 | ||
| 1532 |
LMS MCP Server
Automates interactions with the PAF-IAST University LMS to provide AI assistant…
|
69 | C | 72 | 55 | — | 21 | 90 | ||
| 1533 |
LiteFarm MCP Server
Connects Claude Desktop to a local LiteFarm installation, enabling farm managem…
|
69 | C | 92 | 47 | — | 26 | 95 | ||
| 1534 |
mcp-codex-dev
An MCP server that integrates Codex CLI into Claude Code workflows for code wri…
|
69 | C | 57 | 63 | — | 41 | 92 | ||
| 1535 |
Coolify MCP Server
MCP server that integrates with Coolify to let AI assistants manage Coolify ins…
|
69 | C | 78 | — | — | 39 | 81 | ||
| 1536 |
Simple MCP Server
A TypeScript-based MCP server that enables Claude Desktop to perform file opera…
|
69 | C | 72 | 100 | — | 40 | 95 | ||
| 1537 |
firma
Local-first portfolio tracker for overseas investors. Claude reads and writes y…
|
69 | C | 54 | — | — | 76 | 83 | ||
| 1538 |
OSC MCP Server
Enables control of digital mixers (Behringer X32, Midas M32) through natural la…
|
69 | C | 90 | 60 | — | 26 | 83 | ||
| 1539 |
302AI Sandbox MCP Server
A Model Context Protocol (MCP) server for Claude Desktop that connects to 302AI…
|
69 | C | 48 | 92 | — | 50 | 86 | ||
| 1540 |
Shell-MCP
A secure MCP server for executing whitelisted shell commands with resource and …
|
69 | C | 78 | 75 | — | 49 | 91 | ||
| 1541 |
cheatengine-mcp-bridge
Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate …
|
69 | C | 76 | 50 | — | 50 | 92 | ||
| 1542 |
Vikunja MCP Server
Connects Claude to self-hosted Vikunja instances for conversational task and pr…
|
69 | C | 60 | — | — | 68 | 81 | ||
| 1543 |
aks-mcp
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
69 | C | 60 | 42 | — | 85 | 96 | ||
| 1544 |
Trading 212 MCP Server
Provides secure access to Trading 212 Public API through MCP, enabling Claude D…
|
69 | C | 84 | — | — | 29 | 81 | ||
| 1545 |
vibesharing
Deploy prototypes and collect team feedback from Claude Code, Cursor, or any MC…
|
69 | C | 90 | 67 | — | 35 | 70 | ||
| 1546 |
MTS MCP Server
A comprehensive suite of Model Context Protocol servers designed to extend AI a…
|
69 | C | 84 | 58 | — | 24 | 74 | ||
| 1547 |
claudecode-mcp
Local MCP server that wraps the headless Claude Code CLI as MCP tools, providin…
|
69 | C | 72 | — | — | 30 | 95 | ||
| 1548 |
Security MCP Server
Provides AI agents like Claude with secure, controlled access to network securi…
|
69 | C | 72 | 67 | — | 24 | 80 | ||
| 1549 |
Image Generator MCP Server
A TypeScript-based MCP server that lets users generate images using OpenAI's da…
|
69 | C | 94 | 40 | — | 17 | 80 | ||
| 1550 |
Reflect MCP Server
Enables AI assistants like Claude to interact with Reflect notes through OAuth …
|
69 | C | 62 | 71 | — | 31 | 76 |