AI & Machine Learning
3539 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 501 |
MCP Cookie Server
A Model Context Protocol server that provides positive reinforcement for LLMs b…
|
76 | B | 75 | 68 | — | 41 | 95 | ||
| 502 |
RAGBrain MCP
Connects Claude Desktop to a RAGBrain knowledge base to enable semantic search,…
|
76 | B | 84 | 66 | — | 45 | 83 | ||
| 503 |
Ask MCP Server
Provide seamless access to multiple premium AI models through OpenRouter with s…
|
76 | B | 100 | 37 | — | 42 | 95 | ||
| 504 |
MCP Client Configuration Server
A tool that helps manage and synchronize MCP server configurations across diffe…
|
76 | B | 78 | 62 | — | 45 | 95 | ||
| 505 |
Voice MCP
Enables voice interaction with Claude Code through local speech-to-text (Whispe…
|
76 | B | 90 | 58 | — | 30 | 95 | ||
| 506 |
Cross-Platform PowerPoint MCP Server
Enables users to create, edit, and manage PowerPoint presentations across Windo…
|
76 | B | 66 | 82 | — | 49 | 81 | ||
| 507 |
Firestore MCP Server
An interface for interacting with Google Firestore databases directly through C…
|
76 | B | 90 | 60 | — | 44 | 80 | ||
| 508 |
my-mcp-server
A TypeScript starter template for building Model Context Protocol (MCP) servers…
|
76 | B | 66 | 55 | — | 65 | 95 | ||
| 509 |
ClaudeHopper
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
|
76 | B | 88 | 58 | — | 46 | 90 | ||
| 510 |
mcp-server-tree-sitter
MCP Server for Tree-sitter
|
76 | B | 62 | 74 | — | 74 | 81 | ||
| 511 |
MCP GDB Server
Provides GDB debugging functionality for use with Claude or other AI assistants…
|
76 | B | 78 | 100 | — | 50 | 89 | ||
| 512 |
msty-admin-mcp
AI-powered administration for Msty Studio Desktop. 24 MCP tools for database in…
|
76 | B | 90 | 46 | — | 71 | 84 | ||
| 513 |
rxjs-mcp-server
Execute, debug, and visualize RxJS streams directly from AI assistants like Cla…
|
76 | B | 78 | 62 | — | 58 | 90 | ||
| 514 |
DinCoder
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime
…
|
76 | B | 78 | 71 | — | 79 | 91 | ||
| 515 |
ServiceNow MCP Server
An implementation that enables Claude to connect to ServiceNow instances, retri…
|
76 | B | 92 | 61 | — | 56 | 77 | ||
| 516 |
Aider MCP Server
Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enab…
|
76 | B | 92 | 58 | — | 29 | 95 | ||
| 517 |
Altinity MCP
Production-ready MCP server designed to empower AI agents and LLMs to interact …
|
76 | B | 90 | 40 | — | 60 | 90 | ||
| 518 |
Rivian MCP
Enables read-only access to vehicle data via the unofficial Rivian GraphQL API,…
|
76 | B | 68 | 70 | — | 73 | 76 | ||
| 519 |
Medium MCP Server
A browser-based solution that enables programmatic interaction with Medium's co…
|
76 | B | 76 | 62 | — | 55 | 90 | ||
| 520 |
Windows Operations MCP
Enables comprehensive Windows system management through Claude Desktop, includi…
|
76 | B | 48 | 82 | — | 67 | 95 | ||
| 521 |
mem0-mcp-selfhosted
Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j kn…
|
76 | B | 96 | 36 | — | 79 | 78 | ||
| 522 |
PrintSmith MCP Server
Connects Claude to PrintSmith Vision for read-only AI-assisted print shop manag…
|
76 | B | 86 | 51 | — | 43 | 92 | ||
| 523 |
xAI MCP Server
Integrates xAI's Grok APIs into Claude Code to enable image and video generatio…
|
76 | B | 100 | 100 | — | 30 | 81 | ||
| 524 |
Reviewer MCP
An MCP service that provides AI-powered development workflow tools including sp…
|
76 | B | 90 | 65 | — | 46 | 81 | ||
| 525 |
MCP File Compaction
Reduces Claude's context window costs by automatically summarizing inactive fil…
|
75 | B | 90 | 57 | — | 30 | 92 | ||
| 526 |
ai-software-architect
AI-powered architecture documentation framework with ADRs, reviews, and pragmat…
|
75 | B | 90 | 51 | — | 36 | 87 | ||
| 527 |
Qwen3-Coder MCP Server
Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 speci…
|
75 | B | 90 | 100 | — | 29 | 95 | ||
| 528 |
Review MCP Server
Enables Claude to perform thorough code reviews by integrating with Codex and G…
|
75 | B | 78 | 75 | — | 28 | 95 | ||
| 529 |
solanaprox-mcp
Description: Pay-per-request access to Claude and GPT models via Solana USDC us…
|
75 | B | 86 | 65 | — | 32 | 80 | ||
| 530 |
Ollama MCP Server
Enables complete local Ollama management including listing models, chatting wit…
|
75 | B | 94 | 36 | — | 52 | 95 | ||
| 531 |
claude-debugs-for-you
An MCP Server and VS Code Extension which enables (language agnostic) automatic…
|
75 | B | 75 | 58 | — | 81 | 84 | ||
| 532 |
gdb-cli
A GDB debugging tool designed for AI Agents (Claude Code, etc.)
|
75 | B | 60 | — | — | 73 | 95 | ||
| 533 |
Gemini RAG MCP Server
Enables creation and querying of knowledge bases using Google's Gemini API File…
|
75 | B | 72 | 72 | — | 57 | 81 | ||
| 534 |
MCP Project Context Server
A persistent memory layer for Claude Code that maintains project information, t…
|
75 | B | 78 | 58 | — | 44 | 95 | ||
| 535 |
GAM MCP Server
Enables Google Workspace administration through the GAM CLI, allowing Claude to…
|
75 | B | 78 | 72 | — | 25 | 90 | ||
| 536 |
Anki MCP Server
Connects Claude Desktop to Anki, allowing retrieval and analysis of leech-tagge…
|
75 | B | 78 | 61 | — | 49 | 92 | ||
| 537 |
Things MCP Server
An MCP server that allows AI assistants like Claude Code, Claude Desktop, and C…
|
75 | B | 57 | 100 | — | 72 | 95 | ||
| 538 |
evalview-mcp
Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, O…
|
75 | B | 96 | 31 | — | 90 | 83 | ||
| 539 |
pentester-mcp
Elevate your AI assistants (like Claude & Cursor) into autonomous cybersecurity…
|
75 | B | 78 | — | — | 45 | 95 | ||
| 540 |
SiYuan MCP Server
A Model Context Protocol server that enables AI assistants like Claude and Curs…
|
75 | B | 63 | 71 | — | 62 | 80 | ||
| 541 |
Hex SSH
Token-efficient SSH MCP server with hash-verified remote file operations. 8 too…
|
75 | B | 60 | — | — | 75 | 95 | ||
| 542 |
bambu-printer-mcp
An MCP server for controlling Bambu Lab 3D printers that enables users to manip…
|
75 | B | 81 | 70 | — | 55 | 87 | ||
| 543 |
MinIO MCP Server
Provides tools for interacting with MinIO and S3-compatible object storage thro…
|
75 | B | 78 | 91 | — | 27 | 81 | ||
| 544 |
MkDocs MCP Search Server
Enables Claude and other LLMs to search through any published MkDocs documentat…
|
75 | B | 72 | 62 | — | 70 | 81 | ||
| 545 |
Webflow MCP Server
Enables Claude to interact with Webflow's APIs for managing sites, retrieving i…
|
75 | B | 78 | 68 | — | 40 | 82 | ||
| 546 |
Claude MCP x Google Docs
A Model Context Protocol server that enables AI assistants like Claude to read …
|
75 | B | 79 | 41 | — | 81 | 81 | ||
| 547 |
Vertex AI MCP Server
Implementation of Model Context Protocol (MCP) server that provides tools for a…
|
75 | B | 84 | 63 | — | 42 | 81 | ||
| 548 |
protonmail-mcp
This MCP server provides email sending functionality using Protonmail's SMTP se…
|
75 | B | 90 | 61 | — | 39 | 81 | ||
| 549 |
MCP DuckDuckGo Search Plugin
Provides web search functionality via DuckDuckGo for Claude Code and MCP-compat…
|
75 | B | 82 | 100 | — | 47 | 83 | ||
| 550 |
Clanki
An MCP server that enables AI assistants like Claude to interact with Anki flas…
|
75 | B | 79 | 100 | — | 47 | 95 |