AI & Machine Learning
5619 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 2901 |
Spotify-Claude MCP Server
A tool that connects to the Spotify API and enables Claude to access artist inf…
|
53 | D | 54 | 62 | — | 28 | 64 | ||
| 2902 |
twitch-mcp
This project is a fork and expansion of TomCools' Twitch MCP Server, which impl…
|
53 | D | 64 | 41 | — | 16 | 81 | ||
| 2903 |
Harmony 2.0 Master Agent - Gemini MCP Server
Provides expert guidance for Harmony 2.0 development through Gemini AI, enablin…
|
53 | D | 80 | 35 | — | 27 | 81 | ||
| 2904 |
Ramp MCP
An MCP server that connects to the Ramp API, allowing users to interact with th…
|
53 | D | 57 | 61 | — | 37 | 81 | ||
| 2905 |
Weather MCP Server
Provides real-time weather forecasts and alerts by fetching data from the Natio…
|
53 | D | 54 | 35 | — | 22 | 81 | ||
| 2906 |
Duffel MCP Server
An MCP server that integrates the Duffel flights API to enable flight searching…
|
53 | D | 63 | — | — | 27 | 81 | ||
| 2907 |
customgpt-mcp
An MCP server for accessing all of CustomGPT.ai's anti-hallucination RAG-as-a-s…
|
53 | D | 65 | 41 | — | 41 | 80 | ||
| 2908 |
bio-agents-mcp
MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), w…
|
53 | D | 72 | 17 | — | 14 | 95 | ||
| 2909 |
HAOS MCP TypeScript
A TypeScript-based Model Context Protocol (MCP) server template built with mcp-…
|
53 | D | 48 | 55 | — | 21 | 80 | ||
| 2910 |
MCP Image Placeholder Server
This server generates placeholder image URLs from various providers, supporting…
|
53 | D | 60 | 22 | — | 43 | 81 | ||
| 2911 |
YOLO MCP Server
A computer vision service that allows Claude to perform object detection, segme…
|
53 | D | 72 | 36 | — | 36 | 76 | ||
| 2912 |
Claude Context MCP
Enables AI assistants to index and search codebases using semantic search power…
|
53 | D | 60 | 31 | — | 35 | 78 | ||
| 2913 |
agentcontext
Normalize AGENTS.md / CLAUDE.md / .cursor/rules / .clinerules / .windsurf/rules…
|
53 | D | 86 | — | — | 32 | 81 | ||
| 2914 |
augments-mcp-server
Augments MCP Server - A comprehensive framework documentation provider for Clau…
|
53 | D | 66 | 33 | — | 56 | 81 | ||
| 2915 |
MCP UUID Server
A simple service that generates random UUIDs when requested through Claude Desk…
|
53 | D | 42 | 12 | — | 23 | 95 | ||
| 2916 |
neotoma
Deterministic state layer for AI agents. Stores versioned entities (contacts, t…
|
53 | D | 56 | — | — | 81 | 81 | ||
| 2917 |
TestRail MCP Server
A Model Context Protocol server that allows interaction with TestRail's core en…
|
53 | D | 41 | 37 | — | 57 | 81 | ||
| 2918 |
PDF Knowledgebase MCP Server
A Model Context Protocol server that enables intelligent document search and re…
|
53 | D | 43 | 31 | — | 63 | 82 | ||
| 2919 |
Solana Agent Kit MCP Server
A Model Context Protocol server that enables Claude AI to interact with the Sol…
|
52 | D | 45 | 30 | — | 53 | 80 | ||
| 2920 |
MCP Memory
MCP server that gives MCP clients (like Cursor, Claude, Windsurf) the ability t…
|
52 | D | 54 | 68 | — | 21 | 81 | ||
| 2921 |
Smart Warehouse MCP Agent
Claude-powered warehouse management system that coordinates inventory, AGVs, an…
|
52 | D | 48 | 56 | — | 16 | 81 | ||
| 2922 |
pocketbase-mcp
A Model Context Protocol server that provides AI assistants like Claude with fu…
|
52 | D | 41 | — | — | 33 | 81 | ||
| 2923 |
Amazon Rainforest Travel Guide
An AI-powered travel assistant connected to Claude via MCP that helps users pla…
|
52 | D | 56 | 20 | — | 24 | 76 | ||
| 2924 |
systemprompt-code-orchestrator
[DEPRECATED] Superseded by systempromptio/systemprompt-template and systempromp…
|
52 | D | 85 | 37 | — | 50 | 81 | ||
| 2925 |
AdMob MCP Server
Connects Claude to the Google AdMob API to provide a conversational interface f…
|
52 | D | 62 | — | — | 53 | 91 | ||
| 2926 |
Remote MCP Server Template
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
52 | D | 54 | 55 | — | 27 | 81 | ||
| 2927 |
Ads Manager MCP Server
Enables users to analyze, manage, and optimize digital advertising campaigns th…
|
52 | D | 54 | 68 | — | 29 | 69 | ||
| 2928 |
schwab-mcp
An MCP server that connects to the Charles Schwab brokerage API to enable accou…
|
52 | D | 45 | — | — | 27 | 81 | ||
| 2929 |
MCP Server
Provides browser automation capabilities through an API endpoint that interpret…
|
52 | D | 62 | 33 | — | 20 | 81 | ||
| 2930 |
Property MCP Server
Connects Claude AI to real estate data via the ATTOM Data API, enabling propert…
|
52 | D | 56 | 41 | — | 21 | 81 | ||
| 2931 |
Bedrock MCP Agent
A web application that enables users to interact with AWS Bedrock language mode…
|
52 | D | 54 | 46 | — | 19 | 81 | ||
| 2932 |
Micro.blog Books MCP Server
Enables management of Micro.blog book collections through natural language, all…
|
52 | D | 56 | 35 | — | 48 | 81 | ||
| 2933 |
Dooray MCP Server
Enables interaction with Dooray's task and calendar management system, allowing…
|
52 | D | 48 | 40 | — | 34 | 82 | ||
| 2934 |
Document Q&A MCP Server
Enables document-based question answering using OpenAI's GPT-4 with semantic se…
|
52 | D | 42 | 43 | — | 42 | 80 | ||
| 2935 |
MCP API Tools
FastAPI server with Google Gemini AI integration that provides auto-routing to …
|
52 | D | 42 | 61 | — | 19 | 81 | ||
| 2936 |
Corben MCP Server
Provides AI agents with 220+ tools for building websites, sending email, managi…
|
52 | D | 84 | — | — | 32 | 81 | ||
| 2937 |
claude-mcp
claude and mcp integration examples and tutorials
|
52 | D | 46 | 20 | — | 45 | 95 | ||
| 2938 |
BIP MCP Server
Enables AI-powered natural language queries about BIT Information Portal (BIP) …
|
52 | D | 48 | 38 | — | 21 | 95 | ||
| 2939 |
Filesystem MCP Server
A Model Context Protocol server that extends AI capabilities by providing file …
|
52 | D | 41 | 52 | — | 21 | 87 | ||
| 2940 |
UIThub MCP Server
Model Context Protocol server that enables Claude to retrieve and analyze code …
|
51 | D | 84 | 10 | — | 25 | 95 | ||
| 2941 |
LiteLLM Multi-Model API
Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.
|
51 | D | 64 | 30 | — | 47 | 58 | ||
| 2942 |
Swagger Explorer MCP
A Management Control Plane server that allows users to explore and analyze Swag…
|
51 | D | 84 | 42 | — | 22 | 76 | ||
| 2943 |
ElasticMind-MCP
An MCP server that indexes PDF documentation and text into Elasticsearch for se…
|
51 | D | 33 | 28 | — | 26 | 82 | ||
| 2944 |
FastMCP Demo Server
A demonstration MCP server built with FastMCP that provides basic tools (additi…
|
51 | D | 42 | 15 | — | 27 | 81 | ||
| 2945 |
Seamless Sign-ups MCP Server
A demonstration project that uses Google Gemini 2.0 Flash to interact with a lo…
|
51 | D | 54 | 27 | — | 19 | 95 | ||
| 2946 |
CrewAI Enterprise MCP Server
A Model Context Protocol server that enables users to kickoff and monitor deplo…
|
51 | D | 45 | 27 | — | 25 | 82 | ||
| 2947 |
Remote MCP Server
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
|
51 | D | 54 | 62 | — | 30 | 81 | ||
| 2948 |
Last.app MCP Remote Bridge
An HTTP server that exposes Last.app's MCP as a remote endpoint for Claude Desk…
|
51 | D | 42 | — | — | 27 | 81 | ||
| 2949 |
Flatfile MCP Server
Enables AI assistants like Claude Desktop, Claude Code, and Cursor to interact …
|
51 | D | 48 | 62 | — | 26 | 81 | ||
| 2950 |
imagen-mcp
Enables intelligent multi-provider image generation through OpenAI and Google G…
|
51 | D | 66 | 35 | — | 37 | 81 |