AI & Machine Learning
8716 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 101 |
llm-cli-gateway
A Model Context Protocol (MCP) gateway for running Claude Code, Codex, Gemini, …
|
84 | B | 88 | — | — | 63 | 95 | ||
| 102 |
kr-crypto-intelligence
Korean crypto market data + AI analysis for trading agents. 7 tools: AI market …
|
84 | B | 84 | 100 | 94 | 53 | 81 | ||
| 103 |
toolroute - Intelligent Automated LLM Routing
Your agent shouldn't have to guess which model or tool to use.
ToolRoute does …
|
84 | B | 96 | 68 | 97 | 55 | 81 | ||
| 104 |
Glance
An MCP server that gives Claude Code real browser control for web automation, t…
|
84 | B | 66 | — | — | 81 | 95 | ||
| 105 |
mcp-openapi
Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code. Suppor…
|
84 | B | 96 | 62 | — | 72 | 94 | ||
| 106 |
backlog
Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skil…
|
84 | B | 88 | — | — | 61 | 95 | ||
| 107 |
Image Generation MCP
Generates blog and social media images using Google's Gemini AI with pre-config…
|
84 | B | 78 | 100 | — | 63 | 81 | ||
| 108 |
RyanNg
Cipher is an opensource memory layer specifically designed for coding agents. C…
|
84 | B | 90 | 72 | — | 73 | 95 | ||
| 109 |
ai-vision-mcp
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
|
84 | B | 100 | 61 | — | 76 | 92 | ||
| 110 |
mcp-server-code-execution-mode
An MCP server that executes Python code in isolated rootless containers with op…
|
84 | B | 96 | 100 | — | 56 | 95 | ||
| 111 |
mcp-uimax
Frontend expert for Claude Code. Captures screenshots, runs Lighthouse + axe-co…
|
84 | B | 72 | — | — | 88 | 95 | ||
| 112 |
Data Workers
Open-source autonomous agent swarm of 15 MCP-native AI agents for data engineer…
|
84 | B | 90 | — | — | 60 | 95 | ||
| 113 |
mcp-gemini-google-search
MCP server for Google Search integration using Gemini's built-in search capabil…
|
84 | B | 94 | 61 | — | 64 | 95 | ||
| 114 |
bexio-mcp-server
Complete Swiss accounting integration for Bexio via MCP. Works with Claude Desk…
|
84 | B | 100 | 72 | — | 61 | 92 | ||
| 115 |
Claude Mobile
Enables mobile device automation for Android (via ADB) and iOS Simulator (via s…
|
84 | B | 90 | — | — | 59 | 95 | ||
| 116 |
mcp-server-peecai
Track how your brand appears in AI-generated answers across ChatGPT, Perplexity…
|
84 | B | 90 | — | — | 79 | 81 | ||
| 117 |
pdf-it
Turn markdown into designed PDFs with cover page, table of contents, and code b…
|
84 | B | 90 | — | — | 58 | 95 | ||
| 118 |
Lenny's Podcast MCP
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
|
84 | B | 100 | 80 | 99 | 35 | 81 | ||
| 119 |
Memory MCP Server
SQLite-backed memory storage for MCP agents with optional semantic search via O…
|
84 | B | 78 | 100 | — | 45 | 95 | ||
| 120 |
humantone-mcp
Official MCP server for HumanTone, enabling AI text humanization and AI likelih…
|
84 | B | 94 | — | — | 73 | 81 | ||
| 121 |
Claude Code Explorer MCP
Explore the Claude Code CLI source — browse tools, commands, search code, and m…
|
84 | B | 96 | — | — | 51 | 95 | ||
| 122 |
cross-code-organizer
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config das…
|
83 | B | 72 | — | — | 85 | 95 | ||
| 123 |
mcp-everything-search
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
|
83 | B | 78 | — | — | 57 | 95 | ||
| 124 |
TOTP MCP Server
Generates time-based one-time password (TOTP) 2FA codes for configured accounts…
|
83 | B | 94 | 66 | — | 54 | 95 | ||
| 125 |
Claude Memory MCP Server
An MCP server that provides persistent memory capabilities for Claude, offering…
|
83 | B | 79 | 100 | — | 75 | 81 | ||
| 126 |
Salesforce CLI MCP Server
Exposes Salesforce CLI functionality to LLM tools like Claude Desktop, allowing…
|
83 | B | 72 | 100 | — | 43 | 95 | ||
| 127 |
spix-mcp
Give AI agents a real phone number and voice. Make outbound calls, handle inbou…
|
83 | B | 96 | — | — | 66 | 81 | ||
| 128 |
BetterChess
Chess MCP for Claude: engine analysis, attack maps, game review. One URL, no in…
|
83 | B | — | 86 | 96 | — | 67 | ||
| 129 |
langchainjs-mcp-adapters
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
|
83 | B | 72 | 73 | — | 80 | 95 | ||
| 130 |
claude-mcp-tunnel
MCP server that detects project frameworks (25+), starts dev
servers, and creat…
|
83 | B | 70 | — | — | 71 | 95 | ||
| 131 |
n8n Workflow Builder
Enables AI-powered building, optimization, debugging, and management of n8n wor…
|
83 | B | 90 | — | — | 74 | 81 | ||
| 132 |
n8n-workflow-builder
AI assistant integration for n8n workflow automation through Model Context Prot…
|
83 | B | 94 | 75 | — | 72 | 87 | ||
| 133 |
undo-mcp
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
83 | B | 90 | 75 | — | 45 | 95 | ||
| 134 |
mcp-memory-server
Hosted memory that learns and forgets — feedback re-ranks what helps, recall fa…
|
83 | B | 84 | — | — | 83 | 83 | ||
| 135 |
agenite
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, co…
|
83 | B | 88 | 62 | — | 71 | 95 | MD | |
| 136 |
Polybridge MCP
Enables LLMs to connect to n8n workflows, Blender 3D, Notion, and filesystem to…
|
83 | B | 94 | — | — | 68 | 81 | ||
| 137 |
mcp
Pilot AEO/GEO from Claude: bulk audits, server-side fixes via WordPress plugin,…
|
83 | B | — | 86 | 95 | — | 67 | ||
| 138 |
HA_MCP
🏠🤖 HomeAssistant Add-on for Claude Desktop MCP integration. Control smart home …
|
83 | B | 100 | 70 | — | 51 | 89 | ||
| 139 |
mcp-salesforce
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with …
|
83 | B | 96 | 68 | — | 58 | 90 | ||
| 140 |
ai-memory
Turn editor chat history (Cursor/Claude Code/Windsurf/Copilot/Codex CLI) into t…
|
83 | B | 72 | — | — | 87 | 95 | ||
| 141 |
unity-mcp-server
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, …
|
83 | B | 96 | 65 | — | 68 | 95 | ||
| 142 |
mie
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
|
83 | B | 96 | 53 | — | 84 | 95 | ||
| 143 |
massive-context-mcp
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama infere…
|
83 | B | 72 | 82 | — | 77 | 95 | ||
| 144 |
video-research-mcp
Give Claude Code 51 research, analysis & media production tools with one comman…
|
83 | B | 88 | 55 | — | 85 | 95 | ||
| 145 |
LinkedIn Intelligence MCP Server
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
|
83 | B | 84 | 82 | — | 59 | 95 | ||
| 146 |
Amazon Bedrock Nova Canvas
Use Amazon Nova Canvas model for image generation.
|
83 | B | 100 | 68 | — | 61 | 80 | ||
| 147 |
MCP HydroCoder Vision
A local vision-language MCP server that enables Claude Code to perform image an…
|
83 | B | 92 | — | — | 54 | 95 | ||
| 148 |
deterministic-agent-control-protocol
Governance gateway for AI agents — bounded, auditable, session-aware control wi…
|
83 | B | 90 | 70 | — | 65 | 90 | ||
| 149 |
claude-code-studio
A fully functional web workspace for Claude Code CLI—chat, Kanban task board, t…
|
83 | B | 94 | 70 | — | 55 | 92 | HT | |
| 150 |
Homelab MCP Server
Enables Claude to monitor and manage homelab infrastructure including Docker co…
|
83 | B | 100 | 100 | — | 30 | 81 |