AI & Machine Learning
8609 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1501 |
Contentful MCP Server
A Model Context Protocol server that enables Claude to interact directly with C…
|
70 | B | 59 | 65 | — | 40 | 81 | ||
| 1502 |
GPT-SoVITS MCP Server
Enables text-to-speech synthesis and voice cloning through GPT-SoVITS API integ…
|
70 | B | 84 | 61 | — | 16 | 82 | ||
| 1503 |
Finance MCP Server
Enables personal finance tracking through Claude Desktop using natural language…
|
70 | B | 76 | — | — | 27 | 95 | ||
| 1504 |
Video Games MCP Server
Provides direct access to the RAWG gaming database, allowing users to search fo…
|
70 | B | 70 | 56 | — | 34 | 83 | ||
| 1505 |
aura
A production-ready framework for composing AI agents from declarative TOML conf…
|
70 | B | 60 | 48 | — | 83 | 94 | ||
| 1506 |
Claude Desktop API MCP
A server that enables Claude Desktop users to access the Claude API directly, a…
|
70 | B | 94 | 33 | — | 19 | 95 | ||
| 1507 |
Knowledge Graph Memory Server
Provides persistent memory for Claude by implementing a local knowledge graph t…
|
70 | B | 78 | 51 | — | 18 | 95 | ||
| 1508 |
SOAR MCP Server
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
|
70 | B | 90 | 40 | — | 50 | 81 | ||
| 1509 |
Graphiti MCP
Provides persistent memory and context continuity for AI agents using Zep's Gra…
|
70 | B | 84 | 56 | — | 24 | 81 | ||
| 1510 |
sellercloud-mcp
The first Model Context Protocol server for SellerCloud. Plug Claude into your …
|
70 | B | 72 | — | — | 53 | 81 | ||
| 1511 |
Whisper CLI MCP Server
An MCP server that provides shell command execution and OpenAI Whisper transcri…
|
70 | B | 71 | 53 | — | 34 | 95 | ||
| 1512 |
Sketch MCP Server
Provides a collaborative SVG canvas that allows Claude to create, read, and man…
|
70 | B | 60 | 63 | — | 39 | 87 | ||
| 1513 |
OmniFocus MCP Server
A Model Context Protocol server that integrates OmniFocus with Claude Desktop, …
|
70 | B | 57 | 57 | — | 39 | 95 | ||
| 1514 |
mcp-status-observer
Model Context Protocol server for monitoring Operational Status of major digita…
|
70 | B | 94 | 27 | — | 69 | 82 | ||
| 1515 |
PowerPoint Translator
Translates PowerPoint presentations while preserving formatting using Amazon Be…
|
70 | B | 72 | 36 | — | 70 | 81 | ||
| 1516 |
Zotero MCP Server
A server that enables MCP clients like Anthropic Claude App to interact with lo…
|
70 | B | 78 | 41 | — | 45 | 88 | ||
| 1517 |
Document Intelligence MCP Server
Enables Claude to read and analyze PDF documents with automatic OCR processing …
|
70 | B | 80 | 62 | — | 23 | 87 | ||
| 1518 |
hexstrike-ai
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, …
|
70 | B | 94 | 26 | — | 51 | 87 | ||
| 1519 |
FreshBooks MCP Server
Automates FreshBooks invoicing and time tracking through Claude, allowing users…
|
70 | B | 78 | 71 | — | 24 | 81 | ||
| 1520 |
RhinoCommon MCP
Enables Claude to access Rhino 8 RhinoCommon API documentation for accurate cod…
|
70 | B | 80 | 53 | — | 41 | 81 | ||
| 1521 |
matlab-mcp-core-server
Run MATLAB® using AI applications with the official MATLAB MCP Server from Math…
|
70 | B | 60 | 55 | — | 75 | 95 | ||
| 1522 |
Alpha Vantage Stock Analysis MCP Server
Allows Claude and other MCP clients to access real-time and historical stock ma…
|
70 | B | 70 | 63 | — | 43 | 81 | ||
| 1523 |
image-studio-mcp
A local MCP server for generating and editing images using OpenAI-compatible AP…
|
70 | B | 72 | — | — | 53 | 81 | ||
| 1524 |
FrankenClaw
Modular MCP toolbox that gives AI agents controlled access to shell, files, Git…
|
70 | B | 64 | — | — | 48 | 95 | ||
| 1525 |
claude-ipc-mcp
AI-to-AI communication protocol for Claude, Gemini, and other AI assistants
|
70 | B | 69 | 50 | — | 70 | 90 | ||
| 1526 |
mobile-device-mcp
49-tool MCP server for AI control of Android devices and iOS simulators. AI vis…
|
70 | B | 84 | — | — | 42 | 75 | ||
| 1527 |
cloudcraft-mcp
Enables Claude Desktop and other MCP clients to list, read, export, and create …
|
70 | B | 68 | — | — | 60 | 81 | ||
| 1528 |
0xGasless MCP Server
A Model Context Protocol server that enables gasless blockchain transactions di…
|
70 | B | 57 | 63 | — | 49 | 81 | ||
| 1529 |
ClawDaemon MCP
Connects Claude Code to a persistent OpenClaw daemon for 24/7 automation of cro…
|
70 | B | 72 | — | — | 35 | 95 | ||
| 1530 |
miniMCP
A lightweight MCP server that connects a local AI model (Ollama) with custom CR…
|
70 | B | 78 | — | — | 25 | 95 | ||
| 1531 |
csv-editor
Stateful CSV editing MCP server for AI assistants — sessions, undo/redo, auto-s…
|
70 | B | 60 | 82 | — | 73 | 81 | ||
| 1532 |
InDesign MCP Server
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
|
70 | B | 78 | 48 | — | 16 | 95 | ||
| 1533 |
Replicate Designer MCP
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
|
70 | B | 69 | 71 | — | 24 | 81 | ||
| 1534 |
docx-comparison-mcp
Generates Word documents for comparison tables and specifications from structur…
|
70 | B | 84 | — | — | 32 | 81 | ||
| 1535 |
ChatGPT MCP Server
A Model Context Protocol server that enables Docker container management throug…
|
70 | B | 79 | 65 | — | 24 | 71 | ||
| 1536 |
Omi API Server
Provide seamless access to Omi conversations and memories through a standardize…
|
70 | B | 66 | 70 | — | 24 | 87 | ||
| 1537 |
MCP Chat
A command-line interface application that enables interactive chat with AI mode…
|
70 | B | 74 | 51 | — | 21 | 95 | ||
| 1538 |
Desktop Pilot MCP
Enables high-speed native macOS automation for Claude by interacting directly w…
|
70 | B | 64 | — | — | 48 | 95 | ||
| 1539 |
SkillMesh
SkillMesh is a retrieval router for MCP/LLM tool catalogs. It selects top-K rel…
|
70 | B | 72 | 42 | — | 59 | 92 | ||
| 1540 |
pr-roast-mcp
Provides brutally honest, humorous code reviews for GitHub pull requests using …
|
70 | B | 72 | — | — | 35 | 95 | ||
| 1541 |
wazuh-mcp
An MCP server for the Wazuh SIEM/XDR platform that enables users to query agent…
|
70 | B | 57 | 62 | — | 53 | 83 | ||
| 1542 |
TrueNAS Core MCP Server
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
70 | B | 65 | 41 | — | 82 | 81 | ||
| 1543 |
LPDP MCP Server
Enables users to query information about LPDP scholarship financial disbursemen…
|
70 | B | 84 | 50 | — | 26 | 82 | ||
| 1544 |
wasurenagusa-mcp
An MCP server that provides persistent memory for AI assistants by automaticall…
|
70 | B | 71 | 53 | — | 50 | 95 | ||
| 1545 |
Tribal Knowledge Service
An MCP server implementation that helps Claude remember and learn from programm…
|
70 | B | 57 | 70 | — | 54 | 77 | ||
| 1546 |
TFT MCP Server
This server enables Claude to access Team Fight Tactics (TFT) game data, allowi…
|
70 | B | 78 | 67 | — | 23 | 81 | ||
| 1547 |
mcp-codex-dev
An MCP server that integrates Codex CLI into Claude Code workflows for code wri…
|
69 | C | 57 | 63 | — | 41 | 92 | ||
| 1548 |
Coolify MCP Server
MCP server that integrates with Coolify to let AI assistants manage Coolify ins…
|
69 | C | 78 | — | — | 39 | 81 | ||
| 1549 |
Dify Workflow MCP Tool Server
Enables seamless integration between Claude AI and Dify Workflow through the Mo…
|
69 | C | 78 | 68 | — | 32 | 82 | ||
| 1550 |
Shell-MCP
A secure MCP server for executing whitelisted shell commands with resource and …
|
69 | C | 78 | 75 | — | 49 | 91 |