AI & Machine Learning
5486 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 101 |
mcp-gemini-google-search
MCP server for Google Search integration using Gemini's built-in search capabil…
|
84 | B | 94 | 61 | — | 64 | 95 | ||
| 102 |
RyanNg
Cipher is an opensource memory layer specifically designed for coding agents. C…
|
84 | B | 90 | 72 | — | 73 | 95 | ||
| 103 |
mcp-server-code-execution-mode
An MCP server that executes Python code in isolated rootless containers with op…
|
84 | B | 96 | 100 | — | 56 | 95 | ||
| 104 |
ogham-mcp
Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode
|
84 | B | 88 | — | — | 81 | 81 | ||
| 105 |
llm-cli-gateway
A Model Context Protocol (MCP) gateway for running Claude Code, Codex, Gemini, …
|
84 | B | 88 | — | — | 63 | 95 | ||
| 106 |
Memory MCP Server
SQLite-backed memory storage for MCP agents with optional semantic search via O…
|
84 | B | 78 | 100 | — | 45 | 95 | ||
| 107 |
claude-mesh
Enables networked Claude-to-Claude messaging over HTTP and MCP channels, allowi…
|
84 | B | 84 | — | — | 71 | 95 | ||
| 108 |
mcp-openapi
Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code. Suppor…
|
84 | B | 96 | 62 | — | 72 | 94 | ||
| 109 |
tickerr
Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor an…
|
84 | B | 96 | 100 | 96 | 32 | 81 | ||
| 110 |
mcp-server-peecai
Track how your brand appears in AI-generated answers across ChatGPT, Perplexity…
|
84 | B | 90 | — | — | 79 | 81 | ||
| 111 |
Image Generation MCP
Generates blog and social media images using Google's Gemini AI with pre-config…
|
84 | B | 78 | 100 | — | 63 | 81 | ||
| 112 |
mcp-uimax
Frontend expert for Claude Code. Captures screenshots, runs Lighthouse + axe-co…
|
84 | B | 72 | — | — | 88 | 95 | ||
| 113 |
bexio-mcp-server
Complete Swiss accounting integration for Bexio via MCP. Works with Claude Desk…
|
84 | B | 100 | 72 | — | 61 | 92 | ||
| 114 |
Gemini Watermark Remover
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
|
84 | B | 74 | 100 | — | 48 | 95 | ||
| 115 |
darktable-mcp
Enables Claude and other AI assistants to control darktable for photo managemen…
|
84 | B | 94 | — | — | 51 | 95 | ||
| 116 |
Claude Code Explorer MCP
Explore the Claude Code CLI source — browse tools, commands, search code, and m…
|
84 | B | 96 | — | — | 51 | 95 | ||
| 117 |
Data Workers
Open-source autonomous agent swarm of 15 MCP-native AI agents for data engineer…
|
84 | B | 90 | — | — | 60 | 95 | ||
| 118 |
glance
AI-powered browser automation MCP server for Claude Code. Navigate, click, scre…
|
84 | B | 66 | — | — | 81 | 95 | ||
| 119 |
protect-mcp
Signed receipts and Cedar policies for AI agent tool calls. Claude Code hooks, …
|
83 | B | 81 | — | — | 47 | 95 | ||
| 120 |
unity-mcp-server
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, …
|
83 | B | 96 | 65 | — | 68 | 95 | ||
| 121 |
mcp-everything-search
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
|
83 | B | 78 | — | — | 57 | 95 | ||
| 122 |
HA_MCP
🏠🤖 HomeAssistant Add-on for Claude Desktop MCP integration. Control smart home …
|
83 | B | 100 | 70 | — | 51 | 89 | ||
| 123 |
deterministic-agent-control-protocol
Governance gateway for AI agents — bounded, auditable, session-aware control wi…
|
83 | B | 90 | 70 | — | 65 | 90 | ||
| 124 |
mcp-documentation-server
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document m…
|
83 | B | 88 | 58 | — | 85 | 90 | ||
| 125 |
mie
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
|
83 | B | 96 | 53 | — | 84 | 95 | ||
| 126 |
CodeCompass
Helps developers tackle legacy codebases by giving AI coding assistants context…
|
83 | B | 94 | 58 | — | 76 | 90 | ||
| 127 |
cortex
Cortex is a Claude Code plugin that gives Claude persistent memory across sessi…
|
83 | B | 76 | — | — | 78 | 95 | ||
| 128 |
langchainjs-mcp-adapters
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
|
83 | B | 72 | 73 | — | 80 | 95 | ||
| 129 |
reddit-mcp-buddy
Browse Reddit posts, search content, and analyze user activity without API keys…
|
83 | B | 100 | 82 | — | 88 | 90 | ||
| 130 |
Miyabi MCP Bundle
A comprehensive all-in-one MCP server with 172 tools across 21 categories inclu…
|
83 | B | 96 | 56 | — | 82 | 95 | ||
| 131 |
spix-mcp
Give AI agents a real phone number and voice. Make outbound calls, handle inbou…
|
83 | B | 96 | — | — | 66 | 81 | ||
| 132 |
LinkedIn Intelligence MCP Server
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
|
83 | B | 84 | 82 | — | 59 | 95 | ||
| 133 |
mcp-salesforce
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with …
|
83 | B | 96 | 68 | — | 58 | 90 | ||
| 134 |
MCP Apps Template Server
A starter template for building MCP apps with React widgets, featuring tool exe…
|
83 | B | 90 | 71 | — | 52 | 95 | ||
| 135 |
undo-mcp
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
83 | B | 90 | 75 | — | 45 | 95 | ||
| 136 |
Claude Memory MCP Server
An MCP server that provides persistent memory capabilities for Claude, offering…
|
83 | B | 79 | 100 | — | 75 | 81 | ||
| 137 |
n8n Workflow Builder
Enables AI-powered building, optimization, debugging, and management of n8n wor…
|
83 | B | 90 | — | — | 74 | 81 | ||
| 138 |
agenite
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, co…
|
83 | B | 88 | 62 | — | 71 | 95 | MD | |
| 139 |
cross-code-organizer
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config das…
|
83 | B | 72 | — | — | 85 | 95 | ||
| 140 |
macOS MCP Servers
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
|
83 | B | 78 | 100 | — | 25 | 95 | ||
| 141 |
claude-mcp-tunnel
MCP server that detects project frameworks (25+), starts dev
servers, and creat…
|
83 | B | 70 | — | — | 71 | 95 | ||
| 142 |
obscuraai-mcp
MCP server for Claude, ChatGPT, coding agents (cursor, claude code etc), windsu…
|
83 | B | 94 | — | — | 50 | 95 | ||
| 143 |
Mnemoverse Memory
Persistent long-term memory for AI agents — semantic recall across Claude, Curs…
|
83 | B | 84 | — | — | 83 | 83 | ||
| 144 |
Polybridge MCP
Enables LLMs to connect to n8n workflows, Blender 3D, Notion, and filesystem to…
|
83 | B | 94 | — | — | 68 | 81 | ||
| 145 |
ascript-mcp
Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iO…
|
83 | B | 90 | — | — | 56 | 95 | ||
| 146 |
video-research-mcp
Give Claude Code 51 research, analysis & media production tools with one comman…
|
83 | B | 88 | 55 | — | 85 | 95 | ||
| 147 |
TOTP MCP Server
Generates time-based one-time password (TOTP) 2FA codes for configured accounts…
|
83 | B | 94 | 66 | — | 54 | 95 | ||
| 148 |
ai-memory
Turn editor chat history (Cursor/Claude Code/Windsurf/Copilot/Codex CLI) into t…
|
83 | B | 72 | — | — | 87 | 95 | ||
| 149 |
n8n-workflow-builder
AI assistant integration for n8n workflow automation through Model Context Prot…
|
83 | B | 94 | 75 | — | 72 | 87 | ||
| 150 |
mcp-remote-macos-use
The only general AI agent that does NOT requires extra API key, giving you full…
|
83 | B | 96 | 62 | — | 68 | 87 |