AI & Machine Learning
8538 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 2001 |
mTarsier
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
65 | C | 64 | 36 | — | 73 | 90 | ||
| 2002 |
openai-tool2mcp
A lightweight bridge that wraps OpenAI's built-in tools (like web search and co…
|
65 | C | 74 | 70 | — | 56 | 80 | ||
| 2003 |
mcp-api-gateway
A universal MCP (Model Context Protocol) server to integrate any API with Claud…
|
65 | C | 90 | 57 | — | 24 | 86 | ||
| 2004 |
MCP Gmail Server
Enables users to read unread emails and create drafts in Gmail via the Model Co…
|
65 | C | 62 | 37 | — | 34 | 90 | ||
| 2005 |
bitbank-mcp-server
Integrates bitbank's cryptocurrency market data with Claude to provide advanced…
|
65 | C | 72 | 55 | — | 35 | 81 | ||
| 2006 |
abap-mcpb
Enables SAP ABAP development by connecting Claude Desktop to SAP systems via th…
|
65 | C | 60 | — | — | 53 | 81 | ||
| 2007 |
Obsidian Vault Search for Claude
Enables Claude to search and analyze Obsidian vault content using ripgrep with …
|
65 | C | 60 | 38 | — | 45 | 95 | ||
| 2008 |
mcp-yfinance
MCP Server for fething yfinance financial data into Claude Desktop
|
65 | C | 75 | 50 | — | 11 | 91 | ||
| 2009 |
MCP Server for Replicate
A FastMCP server implementation that provides a standardized interface for acce…
|
65 | C | 82 | 36 | — | 30 | 81 | ||
| 2010 |
avakill
🔪 Open-source safety firewall for AI agents. Intercepts tool calls before they …
|
65 | C | 96 | — | — | 82 | 80 | ||
| 2011 |
Screenshot Analyzer MCP
Analyzes app screenshots to identify UI/UX issues, compare designs with impleme…
|
65 | C | 72 | 35 | — | 40 | 81 | ||
| 2012 |
Logseq MCP Server
Enables AI assistants like Claude to directly read, write, search, and navigate…
|
65 | C | 86 | 66 | — | 31 | 90 | ||
| 2013 |
Fathom AI MCP Server
Exposes the Fathom AI meeting intelligence API to Claude, allowing users to lis…
|
65 | C | 54 | 61 | — | 30 | 81 | ||
| 2014 |
MCP Framework Documentation Server
Provides tools for AI agents to search, browse, and retrieve the full documenta…
|
65 | C | 60 | — | — | 35 | 95 | ||
| 2015 |
FreelanceOS
AI-powered freelance business manager for Claude Code. Proposals, invoices, tim…
|
65 | C | 64 | — | — | 45 | 81 | ||
| 2016 |
MCP Token Bridge
Bridges MCP tool calls with OpenAI-compatible HTTP endpoints, allowing MCP clie…
|
65 | C | 72 | 61 | — | 25 | 81 | ||
| 2017 |
ls-mcp
List MCP Server configurations in your system used by AI applications like Curs…
|
65 | C | 60 | 27 | — | 85 | 94 | ||
| 2018 |
paperqa-mcp-server
Give Claude the ability to read, search, and synthesize across your entire PDF …
|
65 | C | 60 | 32 | — | 43 | 92 | ||
| 2019 |
project-tessera
Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CS…
|
65 | C | 66 | 31 | — | 70 | 95 | ||
| 2020 |
Creative Ideation MCP Server
Utilizes the Google Gemini API to generate context-specific categories and dive…
|
65 | C | 66 | 67 | — | 62 | 81 | ||
| 2021 |
AEMET-MCP
An MCP server that allows retrieving meteorological and climate data from Spain…
|
65 | C | 51 | 41 | — | 65 | 80 | ||
| 2022 |
Postman MCP Generator
A server that implements the Model Context Protocol (MCP) standard, enabling LL…
|
65 | C | 78 | 67 | — | 19 | 81 | ||
| 2023 |
Readwise MCP
A local Model Context Protocol server that connects LLM clients (like Claude) t…
|
65 | C | 54 | 82 | — | 68 | 95 | ||
| 2024 |
EduChain MCP Server
Enables the generation of educational content such as multiple choice questions…
|
65 | C | 80 | 31 | — | 16 | 92 | ||
| 2025 |
UnrealClaude
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance wi…
|
65 | C | 54 | — | — | 45 | 95 | C | |
| 2026 |
Roboflow MCP Server
Integrates the Roboflow platform with Claude Code to manage computer vision dat…
|
65 | C | 78 | — | — | 24 | 81 | ||
| 2027 |
ComfyUI MCP Server
Enables Claude to generate images through a local ComfyUI instance using Stable…
|
65 | C | 66 | — | — | 25 | 95 | ||
| 2028 |
mcp-dock
MCP Server & Config Manager for 14 AI Clients — Cursor, VS Code, Claude Code, G…
|
65 | C | 52 | — | — | 48 | 95 | ||
| 2029 |
DX Cluster MCP Server
Enables interaction with Ham Radio DX Cluster networks to read and create spots…
|
65 | C | 62 | 46 | — | 46 | 76 | ||
| 2030 |
MCP Configuration Editor
Enables safe management of MCP server configuration files for AWS Q Developer a…
|
65 | C | 54 | 72 | — | 41 | 92 | ||
| 2031 |
a2asearch-mcp
MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills.…
|
65 | C | 94 | — | — | 49 | 81 | ||
| 2032 |
RentCast MCP Server
Connects Claude to the RentCast API to provide tools for accessing property val…
|
65 | C | 74 | 40 | — | 23 | 81 | ||
| 2033 |
Google Tag Manager MCP Server
Integrates Google Tag Manager with Claude to automate the creation and manageme…
|
65 | C | 84 | 38 | — | 22 | 77 | ||
| 2034 |
Godot MCP Unified
Enables complete natural language control of Godot Engine 4.5+ with 76 tools fo…
|
65 | C | 60 | 45 | — | 66 | 92 | ||
| 2035 |
PicoScope MCP Server
Enables LLMs like Claude to interact with PicoScope oscilloscopes for signal ac…
|
65 | C | 72 | 31 | — | 29 | 92 | ||
| 2036 |
MCP Server
A server that enables AI assistants like Claude to safely run Python code and a…
|
65 | C | 90 | 32 | — | 43 | 82 | ||
| 2037 |
Nano Banana
Generate, edit, and restore images using natural language prompts through the G…
|
65 | C | 80 | 67 | — | 73 | 81 | ||
| 2038 |
NutriAI MCP Server
Enables nutritional analysis of food descriptions by integrating with OpenAI's …
|
65 | C | 84 | 71 | — | 41 | 95 | ||
| 2039 |
Remote MCP Server (Authless)
A template for deploying unauthenticated MCP servers on Cloudflare Workers that…
|
65 | C | 48 | 68 | — | 27 | 95 | ||
| 2040 |
image-recognition-mcp
MCP server for AI-powered image recognition and description using OpenAI vision…
|
65 | C | 51 | 50 | — | 41 | 83 | ||
| 2041 |
gemini-webapi-mcp
MCP server for Google Gemini that enables image generation, editing, file analy…
|
65 | C | 57 | 38 | — | 51 | 90 | ||
| 2042 |
ML Lab MCP
Transforms AI assistants into a full ML engineering environment for training an…
|
65 | C | 96 | 41 | — | 30 | 78 | ||
| 2043 |
modelmux
Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart ro…
|
65 | C | 60 | 38 | — | 67 | 95 | ||
| 2044 |
JSON MCP Boilerplate
A starter template for building MCP (Model Context Protocol) servers with TypeS…
|
65 | C | 60 | 82 | — | 29 | 95 | ||
| 2045 |
LinkedIn MCP Server
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
|
65 | C | 72 | 32 | — | 47 | 80 | ||
| 2046 |
MCP Chat
A command-line interface application for interactive chat with AI models via th…
|
65 | C | 74 | — | — | 30 | 81 | ||
| 2047 |
Cosense MCP Server
An MCP server that allows Claude to access pages from Cosense projects, support…
|
65 | C | 63 | 48 | — | 19 | 95 | ||
| 2048 |
Memory MCP
An MCP server that provides AI assistants with persistent, semantic memory usin…
|
65 | C | 45 | 100 | — | 35 | 81 | ||
| 2049 |
MCP Music Studio
Two-mode creative music studio for AI: scored composition (ABC notation with sh…
|
65 | C | 84 | — | — | 55 | 92 | ||
| 2050 |
Nano Banana 2 Polza MCP Server
MCP server for generating and editing images through Polza AI using Google Gemi…
|
65 | C | 42 | — | — | 63 | 95 |