AI & Machine Learning
5043 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 451 |
threadmap-mcp
Conversation drift visualization for Claude. Color-coded inflection points and …
|
78 | B | 78 | — | — | 55 | 95 | ||
| 452 |
gemini-mcp-bridge
MCP server wrapping Gemini CLI: query, review, search, structured output, and d…
|
78 | B | 76 | — | — | 84 | 75 | ||
| 453 |
FogBugz
A MCP server for interacting with FogBugz issue tracker through LLMs such as Cl…
|
78 | B | 81 | — | — | 70 | 81 | ||
| 454 |
n8n Workflow Builder
Enables AI assistants to manage n8n automation workflows through natural langua…
|
78 | B | 94 | 100 | — | 48 | 81 | ||
| 455 |
GMail-Manager-MCP
Connects Claude Desktop to your Gmail so you can start managing your inbox usin…
|
78 | B | 68 | 73 | — | 69 | 82 | ||
| 456 |
BlenderMCP
BlenderMCP enables Claude AI to directly interact with and control Blender for …
|
78 | B | 66 | 82 | — | 42 | 95 | ||
| 457 |
openai-mcp
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
|
78 | B | 76 | — | — | 58 | 95 | ||
| 458 |
Persistent Context MCP
A memory management system that enables AI assistants to store, search, and vis…
|
78 | B | 100 | 63 | — | 47 | 76 | ||
| 459 |
swarmix-mcp
AI client acquisition autopilot. 15 MCP tools for LinkedIn, Email, X, Instagram…
|
78 | B | 90 | — | — | 53 | 81 | ||
| 460 |
Substack Reader MCP Server
Enables users to manage and read Substack content directly within Claude, inclu…
|
78 | B | 90 | 66 | — | 39 | 92 | ||
| 461 |
Draw-it-MCP
A browser-based drawing application with AI integration that enables Claude to …
|
78 | B | 94 | 50 | — | 47 | 95 | ||
| 462 |
ThinkWatch
Enterprise AI bastion host for secure AI API and MCP access, with unified proxy…
|
78 | B | 88 | — | — | 40 | 95 | ||
| 463 |
MCP Vision Relay
Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enab…
|
78 | B | 90 | 100 | — | 46 | 95 | ||
| 464 |
preflight
24-tool MCP server for Claude Code that catches vague prompts before they waste…
|
78 | B | 76 | 56 | — | 83 | 89 | ||
| 465 |
ClickUp MCP Sedrver
ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…
|
78 | B | 60 | 71 | — | 87 | 82 | ||
| 466 |
TikTok MCP
Integrates TikTok video analysis into Claude AI via TikNeuron, enabling users t…
|
78 | B | 90 | 67 | — | 56 | 81 | ||
| 467 |
Qwen Max MCP Server
Enables text generation using the Qwen Max language model with configurable par…
|
78 | B | 86 | 68 | — | 45 | 82 | ||
| 468 |
VLLM MCP Server
Enables text-only models to process images and other media formats by providing…
|
78 | B | 78 | 82 | — | 49 | 81 | ||
| 469 |
buildwithclaude
A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marke…
|
78 | B | 90 | 60 | — | 74 | 82 | ||
| 470 |
par5-mcp
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
78 | B | 49 | 100 | — | 55 | 95 | ||
| 471 |
@sanderkooger/mcp-server-ragdocs
An MCP server implementation that provides tools for retrieving and processing …
|
78 | B | 79 | 63 | — | 79 | 78 | ||
| 472 |
Skill Management MCP Server
Enables Claude to create, edit, run, and manage reusable skills stored locally,…
|
78 | B | 94 | 62 | — | 52 | 95 | ||
| 473 |
mcp_server_filesystem
MCP File System Server: A secure Model Context Protocol server that provides fi…
|
78 | B | 84 | 41 | — | 71 | 95 | ||
| 474 |
PenTest MCP Server
An AI-powered penetration testing server that integrates over 30 security tools…
|
78 | B | 78 | — | — | 33 | 95 | ||
| 475 |
mcp-ollama
MCP server wrapping local Ollama models for offload from API-priced orchestrato…
|
78 | B | 72 | — | — | 65 | 95 | ||
| 476 |
gtm-mcp
MCP server for Google Tag Manager: read tags/triggers/variables, publish contai…
|
78 | B | 85 | 58 | — | 72 | 95 | ||
| 477 |
gemini
MCP server that exposes Google Gemini as tools for Claude Code
|
78 | B | 72 | 72 | — | 69 | 83 | ||
| 478 |
Munin AI Memory
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Clau…
|
78 | B | 78 | — | — | 54 | 95 | ||
| 479 |
DateTime MCP Server
A simple MCP server that provides accurate date and time information to Claude …
|
78 | B | 72 | 100 | — | 22 | 81 | ||
| 480 |
Ultimate-MCP-Server
Provides a suite of tools like agent orchestration and token optimization for C…
|
78 | B | 100 | 65 | — | 57 | 81 | ||
| 481 |
redash-mcp
MCP server that connects Redash to Claude AI, enabling natural language data qu…
|
78 | B | 76 | — | — | 75 | 83 | ||
| 482 |
Llama 4 Maverick MCP Server
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
|
78 | B | 90 | 73 | — | 18 | 95 | ||
| 483 |
flompt
Visual AI prompt builder that decomposes any raw prompt into 12 semantic blocks…
|
78 | B | 71 | 86 | — | 58 | 95 | ||
| 484 |
Distill
A Claude Code MCP server that converts saved articles into AI-generated convers…
|
78 | B | 78 | — | — | 55 | 95 | ||
| 485 |
MCP Accessibility Bridge
Connects Claude to a live Chrome browser's accessibility tree to generate stabl…
|
78 | B | 88 | 63 | — | 61 | 92 | ||
| 486 |
context-harness
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
|
78 | B | 90 | 30 | — | 82 | 94 | ||
| 487 |
BlenderMCP
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
78 | B | 66 | 82 | — | 43 | 95 | ||
| 488 |
adr-mcp-setup
Automatically generates Architecture Decision Records (ADRs) from Claude Code c…
|
78 | B | 72 | — | — | 67 | 95 | ||
| 489 |
BlenderMCP
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
|
78 | B | 66 | 82 | — | 46 | 95 | ||
| 490 |
google_ads_mcp
The Google Ads MCP Server is an implementation of the Model Context Protocol (M…
|
78 | B | 72 | 58 | — | 75 | 95 | ||
| 491 |
Deep Research MCP Server
Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google…
|
78 | B | 84 | 73 | — | 55 | 81 | ||
| 492 |
BlenderMCP
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
78 | B | 66 | 82 | — | 44 | 95 | ||
| 493 |
Self-Improving Memory MCP
Provides Claude with persistent memory and learning capabilities through 10 aut…
|
78 | B | 84 | 61 | — | 58 | 90 | ||
| 494 |
Jenkins MCP Server
Enables AI assistants to interact with Jenkins CI/CD systems through natural la…
|
78 | B | 92 | 68 | — | 46 | 80 | ||
| 495 |
deploy
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
|
78 | B | 90 | — | — | 53 | 83 | ||
| 496 |
multi-ai-advisor
A Model Context Protocol (MCP) server that queries multiple Ollama models and c…
|
78 | B | 68 | 100 | — | 53 | 90 | ||
| 497 |
claudia
AI-native task management system for Claude agents. Hierarchical tasks, depende…
|
78 | B | 94 | 56 | — | 66 | 90 | ||
| 498 |
Agent Communication MCP Server
Enables Claude to coordinate multiple specialized AI agents by creating tasks, …
|
78 | B | 96 | 32 | — | 78 | 90 | ||
| 499 |
Granola MCP Server
Integrates local Granola.ai meeting intelligence with Claude Desktop to enable …
|
78 | B | 78 | 53 | — | 67 | 95 | ||
| 500 |
MCP Server
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
|
78 | B | 84 | 75 | — | 40 | 81 |