AI & Machine Learning
8532 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 501 |
Self-Improving Memory MCP
Provides Claude with persistent memory and learning capabilities through 10 aut…
|
78 | B | 84 | 61 | — | 58 | 90 | ||
| 502 |
Microsoft Todo MCP Service
A Model Context Protocol service for Claude that enables natural language inter…
|
78 | B | 72 | 100 | — | 22 | 81 | ||
| 503 |
ClickUp MCP Sedrver
ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…
|
78 | B | 60 | 71 | — | 87 | 82 | ||
| 504 |
claudia
AI-native task management system for Claude agents. Hierarchical tasks, depende…
|
78 | B | 94 | 56 | — | 66 | 90 | ||
| 505 |
multi-ai-advisor
A Model Context Protocol (MCP) server that queries multiple Ollama models and c…
|
78 | B | 68 | 100 | — | 53 | 90 | ||
| 506 |
tl-draw-mcp
Enables Claude to draw on a live tldraw canvas from prompts, with real-time vis…
|
78 | B | 78 | — | — | 54 | 95 | ||
| 507 |
gemini-mcp-bridge
MCP server that wraps Gemini CLI as a subprocess, exposing its capabilities as …
|
78 | B | 76 | — | — | 84 | 75 | ||
| 508 |
MCP Starter Kit
Production-ready TypeScript MCP server template — 4 tools, Zod validation, 19 t…
|
78 | B | 66 | 66 | — | 70 | 92 | ||
| 509 |
MCP Accessibility Bridge
Connects Claude to a live Chrome browser's accessibility tree to generate stabl…
|
78 | B | 88 | 63 | — | 61 | 92 | ||
| 510 |
openai-mcp
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
|
78 | B | 76 | — | — | 58 | 95 | ||
| 511 |
GMail-Manager-MCP
Connects Claude Desktop to your Gmail so you can start managing your inbox usin…
|
78 | B | 68 | 73 | — | 69 | 82 | ||
| 512 |
blockrun-mcp
Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. …
|
78 | B | 88 | 72 | — | 50 | 80 | ||
| 513 |
mcp-server
AI text detection and humanization for Claude Code, Cursor, and Windsurf.
|
78 | B | 72 | 75 | — | 57 | 83 | ||
| 514 |
Persistent Context MCP
A memory management system that enables AI assistants to store, search, and vis…
|
78 | B | 100 | 63 | — | 47 | 76 | ||
| 515 |
Gemini Daily MCP Server (Compressed)
Token-optimized MCP server that integrates Google Gemini CLI for AI-powered cod…
|
78 | B | 90 | 63 | — | 43 | 90 | ||
| 516 |
gemini-cli-mcp
A secure MCP server that wraps the Google Gemini CLI, allowing clients to query…
|
77 | B | 78 | — | — | 52 | 95 | ||
| 517 |
MCP Appium
Enables AI agents to automate Android mobile device testing through Appium, wit…
|
77 | B | 80 | 91 | — | 45 | 95 | ||
| 518 |
MCP Web Research Server
A Model Context Protocol server that enables Claude to perform web research by …
|
77 | B | 85 | 62 | — | 43 | 87 | ||
| 519 |
mcp-ssh-tool
SSH automation MCP server that enables Claude and ChatGPT to execute
commands, …
|
77 | B | 71 | — | — | 62 | 95 | ||
| 520 |
gemini-cloud-assist-mcp
MCP Server for understanding, managing & troubleshooting your GCP environment.
|
77 | B | 57 | 72 | — | 75 | 95 | ||
| 521 |
MCP Server for Lychee Redmine
Enables AI assistants like Claude to interact with Lychee Redmine project manag…
|
77 | B | 84 | 77 | — | 30 | 83 | ||
| 522 |
mcp-server-boilerplate
Production-ready MCP server starter templates in TypeScript and Python. Include…
|
77 | B | 66 | 61 | — | 67 | 95 | ||
| 523 |
MCP Note-Taking Server
Enables structured note-taking with markdown support, dynamic tagging system, a…
|
77 | B | 90 | 53 | — | 39 | 95 | ||
| 524 |
MCP Web Research Server
The MCP Web Research Server enables real-time web research with Claude by integ…
|
77 | B | 96 | 100 | — | 46 | 81 | ||
| 525 |
agent-skill-loader
Dynamically load Claude Code skills into AI agents without copying files. Disco…
|
77 | B | 66 | 60 | — | 67 | 95 | ||
| 526 |
Claude Swarm MCP Server
Enables multi-agent orchestration and coordination using specialized, persisten…
|
77 | B | 94 | 55 | — | 40 | 95 | ||
| 527 |
Indian Movies MCP Agent
Provides Indian movie recommendations within Claude Desktop, allowing users to …
|
77 | B | 86 | 100 | — | 23 | 95 | ||
| 528 |
FastApply MCP Server
Enables AI-powered code editing with preview and validation capabilities throug…
|
77 | B | 90 | 72 | — | 37 | 80 | ||
| 529 |
Garmin Connect MCP Server
A Model Context Protocol (MCP) server for Garmin Connect integration. Access yo…
|
77 | B | 70 | 82 | — | 52 | 92 | ||
| 530 |
X MCP Server
Server for X (Twitter) integration that provides tools for reading your timelin…
|
77 | B | 78 | 73 | — | 45 | 81 | ||
| 531 |
starter-mcp-server
A foundational MCP server scaffold that provides pre-configured tools, resource…
|
77 | B | 90 | 100 | — | 30 | 95 | ||
| 532 |
velog_mcp
Enables Claude to directly create and publish posts on Velog through reverse-en…
|
77 | B | 72 | — | — | 62 | 95 | ||
| 533 |
ClaudePost
Enables seamless email management through natural language conversations with C…
|
77 | B | 84 | 60 | — | 46 | 95 | ||
| 534 |
mcp-reasoner
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
|
77 | B | 100 | 100 | — | 45 | 80 | ||
| 535 |
homelab-mcp
MCP servers for managing homelab infrastructure. Monitor Docker/Podman containe…
|
77 | B | 100 | 31 | — | 76 | 81 | ||
| 536 |
claude-server
Claude Server is an MCP implementation that enhances Claude's capabilities by p…
|
77 | B | 94 | 58 | — | 26 | 95 | ||
| 537 |
Gemini CLI MCP Server
A Windows-compatible Model Context Protocol server that enables AI assistants t…
|
77 | B | 90 | 100 | — | 48 | 95 | ||
| 538 |
wisepanel-mcp
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
|
77 | B | 90 | 61 | — | 50 | 83 | ||
| 539 |
NanoBanana MCP
MCP server that brings Gemini's image generation and editing capabilities to Cl…
|
77 | B | 90 | 53 | — | 50 | 95 | ||
| 540 |
Cursor Pro Limits MCP Server
Enables real-time monitoring of Cursor Pro usage limits and API quotas across d…
|
77 | B | 86 | 100 | — | 43 | 95 | ||
| 541 |
Shodan MCP Server
Provides Claude with access to Shodan for IP address lookups, service discovery…
|
77 | B | 86 | 72 | — | 39 | 81 | ||
| 542 |
Multi-Agent RAG MCP Server
A legal-tech focused system that coordinates specialized agents for document cl…
|
77 | B | 96 | 70 | — | 27 | 81 | ||
| 543 |
MCP Code Analyzer
A comprehensive code analysis and management tool that integrates with Claude D…
|
77 | B | 96 | 53 | — | 41 | 92 | ||
| 544 |
mcp-server-openai
Query OpenAI models directly from Claude using MCP protocol
|
77 | B | 90 | 68 | — | 37 | 80 | ||
| 545 |
verifiedstate-mcp
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
77 | B | 90 | — | — | 51 | 81 | ||
| 546 |
Gmail AutoAuth MCP Server
Server for Gmail integration in Claude Desktop with auto authentication support…
|
77 | B | 94 | 68 | — | 49 | 84 | ||
| 547 |
Semantic Mesh Memory (SEM) MCP Server
Provides a coherent memory layer for LLM agents that models beliefs as nodes in…
|
77 | B | 90 | 63 | — | 30 | 94 | ||
| 548 |
cellar
Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protoco…
|
77 | B | 60 | — | — | 80 | 95 | ||
| 549 |
Ollama MCP Server
A bridge that enables Claude Code to interact with local Ollama instances for t…
|
77 | B | 90 | 100 | — | 50 | 82 | ||
| 550 |
Hanzo MCP
An MCP server that enables Claude and other LLM clients to access Hanzo AI plat…
|
77 | B | 96 | 38 | — | 76 | 89 |