AI & Machine Learning
8609 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 601 |
Ambient Code Platform MCP Server
Enables delegation of agentic sessions to Kubernetes-hosted Claude agents runni…
|
77 | B | 94 | 73 | — | 50 | 80 | ||
| 602 |
Shodan MCP Server
Provides Claude with access to Shodan for IP address lookups, service discovery…
|
77 | B | 86 | 72 | — | 39 | 81 | ||
| 603 |
mcp-reasoner
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
|
77 | B | 100 | 100 | — | 45 | 80 | ||
| 604 |
Local Dev Bridge MCP
Provides Claude Desktop with direct access to your local file system for develo…
|
77 | B | 90 | 91 | — | 44 | 95 | ||
| 605 |
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 | ||
| 606 |
agent-skill-loader
Dynamically load Claude Code skills into AI agents without copying files. Disco…
|
77 | B | 66 | 60 | — | 67 | 95 | ||
| 607 |
Google Workspace MCP
MCP server that enables Claude to interact with Google Workspace services inclu…
|
77 | B | 81 | 51 | — | 80 | 95 | ||
| 608 |
MCP Note-Taking Server
Enables structured note-taking with markdown support, dynamic tagging system, a…
|
77 | B | 90 | 53 | — | 39 | 95 | ||
| 609 |
mcp-ssh-tool
SSH automation MCP server that enables Claude and ChatGPT to execute
commands, …
|
77 | B | 71 | — | — | 62 | 95 | ||
| 610 |
LogAnalyzer MCP Server
An AI-powered server that provides rapid debugging of server logs with actionab…
|
77 | B | 94 | 58 | — | 52 | 81 | ||
| 611 |
velog_mcp
Enables Claude to directly create and publish posts on Velog through reverse-en…
|
77 | B | 72 | — | — | 62 | 95 | ||
| 612 |
claude-server
Claude Server is an MCP implementation that enhances Claude's capabilities by p…
|
77 | B | 94 | 58 | — | 26 | 95 | ||
| 613 |
agentkits-memory
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
|
77 | B | 96 | 25 | — | 76 | 95 | ||
| 614 |
agentify-desktop
MCP server that enables AI tools to control local browser sessions for ChatGPT,…
|
77 | B | 72 | 68 | — | 58 | 95 | ||
| 615 |
code-screenshot-mcp
MCP server for generating beautiful code screenshots directly from Claude
|
77 | B | 90 | 100 | — | 42 | 95 | ||
| 616 |
RAGFlow Claude MCP Server
Integrates RAGFlow's knowledge base API with Claude Desktop for document retrie…
|
77 | B | 100 | 91 | — | 37 | 81 | ||
| 617 |
Zappy MCP
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
|
77 | B | 66 | 72 | — | 52 | 95 | ||
| 618 |
My Finance MCP Server
Enables Claude to store and query personal finance transactions using semantic …
|
77 | B | 66 | 82 | — | 43 | 95 | ||
| 619 |
Garmin Connect MCP Server
A Model Context Protocol (MCP) server for Garmin Connect integration. Access yo…
|
77 | B | 70 | 82 | — | 52 | 92 | ||
| 620 |
YT-NINJA
Enables AI-powered YouTube video analysis including transcript management, vide…
|
77 | B | 94 | 65 | — | 30 | 81 | ||
| 621 |
Scratchpad MCP
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
|
77 | B | 90 | 100 | — | 53 | 90 | ||
| 622 |
Revenue Engine MCP
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
|
77 | B | 84 | 82 | — | 26 | 95 | ||
| 623 |
mcp-helm
Attaches to your existing Chrome browser to allow Claude to see the active tab,…
|
77 | B | 78 | — | — | 53 | 95 | ||
| 624 |
MCP Code Analyzer
A comprehensive code analysis and management tool that integrates with Claude D…
|
77 | B | 96 | 53 | — | 41 | 92 | ||
| 625 |
Multi-Agent RAG MCP Server
A legal-tech focused system that coordinates specialized agents for document cl…
|
77 | B | 96 | 70 | — | 27 | 81 | ||
| 626 |
hummingbot-mcp
Enables Claude and Gemini CLI to interact with Hummingbot for automated cryptoc…
|
77 | B | 90 | — | — | 51 | 81 | ||
| 627 |
Neovim MCP Server
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
|
77 | B | 90 | 56 | — | 30 | 95 | ||
| 628 |
macos-vision-mcp
Local OCR and image analysis via Apple Vision Framework. Wraps macOS's native V…
|
77 | B | 72 | — | — | 60 | 95 | ||
| 629 |
lsp-mcp-server
Bridges Claude Code to Language Server Protocol (LSP) servers to enable semanti…
|
77 | B | 96 | 60 | — | 51 | 89 | ||
| 630 |
hwp-mcp
MCP server for reading and writing HWP/HWPX (Korean Hangul) documents — built o…
|
77 | B | 69 | — | — | 68 | 95 | ||
| 631 |
FastApply MCP Server
Enables AI-powered code editing with preview and validation capabilities throug…
|
77 | B | 90 | 72 | — | 37 | 80 | ||
| 632 |
mcp-neovim-server
Leverages Vim's native text editing commands and workflows, which Claude alread…
|
77 | B | 72 | 100 | — | 68 | 95 | ||
| 633 |
gemini-skill
MCP server to control Gemini web interface via CDP for AI image generation, cha…
|
77 | B | 72 | — | — | 60 | 95 | ||
| 634 |
lore
Living typed knowledge graph for software projects, exposed over MCP so coding …
|
77 | B | 72 | — | — | 62 | 95 | ||
| 635 |
Readonly Filesystem MCP Server
Node.js server implementing Model Context Protocol for secure read-only filesys…
|
77 | B | 84 | 65 | — | 40 | 92 | ||
| 636 |
Gmail AutoAuth MCP Server
Server for Gmail integration in Claude Desktop with auto authentication support…
|
77 | B | 94 | 68 | — | 49 | 84 | ||
| 637 |
@kazuph/mcp-pocket
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
|
77 | B | 78 | 82 | — | 37 | 90 | ||
| 638 |
verifiedstate-mcp
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
77 | B | 90 | — | — | 51 | 81 | ||
| 639 |
Faulkner DB
A temporal knowledge graph system that enables users to record and query archit…
|
77 | B | 90 | 56 | — | 74 | 76 | ||
| 640 |
deep-research-mcp-server
An MCP server that performs iterative deep research using Google Gemini 2.5 Fla…
|
77 | B | 82 | 61 | — | 55 | 92 | ||
| 641 |
starter-mcp-server
A foundational MCP server scaffold that provides pre-configured tools, resource…
|
77 | B | 90 | 100 | — | 30 | 95 | ||
| 642 |
Nano Banana MCP
Enables image generation and editing using Google's Gemini models with support …
|
77 | B | 90 | 70 | — | 30 | 80 | ||
| 643 |
Aider MCP Server
Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enab…
|
76 | B | 92 | 58 | — | 29 | 95 | ||
| 644 |
Blender MCP Router
Enables LLM routing through multiple providers (OpenAI, Anthropic, xAI) via Lit…
|
76 | B | 72 | 68 | — | 42 | 95 | ||
| 645 |
my-mcp-server
A TypeScript starter template for building Model Context Protocol (MCP) servers…
|
76 | B | 66 | 55 | — | 65 | 95 | ||
| 646 |
mova-flat-runner
Governed AI workflows with human approval gates and audit trails for Claude and…
|
76 | B | 78 | — | — | 62 | 83 | ||
| 647 |
yt-mcp
Analyzes YouTube videos using Google's Gemini API, allowing users to get summar…
|
76 | B | 86 | — | — | 54 | 81 | ||
| 648 |
mcpick
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), a…
|
76 | B | 64 | — | — | 71 | 95 | ||
| 649 |
Studio MCP Clarifying Questions Server
Generates AI-powered clarifying questions for user task requests using Claude, …
|
76 | B | 78 | 68 | — | 53 | 80 | ||
| 650 |
Game Asset Generator
An MCP server that generates 2D and 3D game assets from text prompts using AI m…
|
76 | B | 81 | 65 | — | 48 | 81 |