AI & Machine Learning
8609 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 8501 |
negotiate-mcp
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
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— | — | — | — | — | — | 81 | ||
| 8502 |
bridgistic
Connect Claude to WordPress safely: signed requests, scoped keys, approvals, lo…
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— | — | — | — | — | — | — | ||
| 8503 |
Bitwig MCP Server
An MCP server that enables AI-powered music production by allowing Claude to co…
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— | — | — | — | — | — | — | ||
| 8504 |
mcp-coding
Experimental MCP server for local LLM orchestration with filesystem tools (read…
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— | — | — | — | — | — | — | ||
| 8505 |
MAGI Orchestrator
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
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— | — | — | — | — | — | — | ||
| 8506 |
Vivado MCP Server
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
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— | — | — | — | — | — | — | ||
| 8507 |
lifeup-mcp
Enables Claude to interact with LifeUp Cloud API on your local network for task…
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— | — | — | — | — | — | — | ||
| 8508 |
transcript-search
A semantic search system for Claude Code transcript history, exposed as an MCP …
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— | — | — | — | — | — | — | ||
| 8509 |
Chess MCP
Play interactive chess games through conversation with move validation, Stockfi…
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— | — | — | — | — | — | — | ||
| 8510 |
Agent Switchboard
A local MCP server that connects AI coding agents like Claude, Codex, and Gemin…
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— | — | — | — | — | — | — | ||
| 8511 |
xp-mcp
Talk to your XP Investimentos portfolio through Claude — 100% local, read-only,…
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— | — | — | — | — | — | — | ||
| 8512 |
easydeploy-ai-mcp
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
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— | — | — | — | — | — | — | ||
| 8513 |
claude-bridge-mcp
Pipes Claude Code session output into Claude Chat — no more copy-paste between …
|
— | — | — | — | — | — | 95 | ||
| 8514 |
validatethat-mcp
Run UX research from Claude — create card sort studies, list studies, pull head…
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— | — | — | — | — | — | — | ||
| 8515 |
Formo MCP
Formo makes analytics simple for DeFi apps so you can focus on growth. Get the …
|
— | — | — | — | — | — | 95 | ||
| 8516 |
first-mcp-server
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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— | — | — | — | — | — | — | ||
| 8517 |
HeyClaude — Claude & AI workflow directory
Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and …
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— | — | — | — | — | — | — | ||
| 8518 |
MCP Research Tools
Local-first MCP server that gives Claude Code web search, page reading, video t…
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— | — | — | — | — | — | — | ||
| 8519 |
Choose MCP Server
An MCP server for Claude Desktop that allows users to query data from selected …
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— | — | — | — | — | — | 95 | ||
| 8520 |
deliberation
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400…
|
— | — | — | — | — | — | 81 | ||
| 8521 |
Agent Coherence — Stale Write Guard (FS)
Coherence guard for shared files: denies stale writes so agents don't silently …
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— | — | — | — | — | — | — | ||
| 8522 |
PredMCP
Polymarket + HIP-4 + Hyperliquid perps for Claude. 22 tools, signals & arb. Fre…
|
— | — | — | — | — | — | — | ||
| 8523 |
peec-ai-mcp
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
|
— | — | — | — | — | — | 81 | ||
| 8524 |
ConvRadar
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
|
— | — | — | — | — | — | — | ||
| 8525 |
loomiomcp
Loomio tools for Claude. Local install via npx, org-wide via Custom Connectors.…
|
— | — | — | — | — | — | — | ||
| 8526 |
EasyWeek
EasyWeek is an all-in-one booking and business management platform for salons, …
|
— | — | — | — | — | — | 81 | ||
| 8527 |
coldframe
Local-first memory for your AI agent. One SQLite file you own — offline, no API…
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— | — | — | — | — | — | — | ||
| 8528 |
fn_ora_mcp
Enables Claude Code to query Oracle DB package code using natural language, wit…
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— | — | — | — | — | — | — | ||
| 8529 |
Artifex MCP
Enables AI image generation via Antigravity (Google Gemini) and OpenAI DALL-E 3…
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— | — | — | — | — | — | — | ||
| 8530 |
gingugu
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
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— | — | — | — | — | — | — | ||
| 8531 |
MeiGen-AI-Design-MCP
A local MCP server for AI image generation using ComfyUI, Claude Code, and Open…
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— | — | — | — | — | — | — | ||
| 8532 |
homosaurus-mcp
An experimental MCP server connecting Claude to the Homosaurus V4 LGBTQ+ linked…
|
— | — | — | — | — | — | — | ||
| 8533 |
che-blender-mcp
Enables executing Python scripts, rendering scenes, and controlling 3D objects …
|
— | — | — | — | — | — | — | ||
| 8534 |
Tough Customer MCP
A Next.js MCP server that provides an inline roleplay configurator UI for Claud…
|
— | — | — | — | — | — | 81 | ||
| 8535 |
sai-roadmap-mcp
An MCP server that exposes certifications, projects, and an AI engineering lear…
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— | — | — | — | — | — | — | ||
| 8536 |
claude-ssh-server
Enables direct SSH connections with IP, username, and password without any conf…
|
— | — | — | — | — | — | — | ||
| 8537 |
Uindow
Uindow ships a local MCP server (npx -y @uindow/cli mcp, stdio) that lets
Claud…
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— | — | — | — | — | — | — | ||
| 8538 |
rendaextra-mcp
MCP server exposing 95 categories of independent work, freelance, gig and side-…
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— | — | — | — | — | — | — | ||
| 8539 |
mailappmcp
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
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— | — | — | — | — | — | 95 | ||
| 8540 |
imail-mcp
MCP server that connects Claude to iCloud Mail, enabling reading, searching, se…
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— | — | — | — | — | — | — | ||
| 8541 |
arai
Policy enforcement for AI coding agents derived from existing instruction files…
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— | — | — | — | — | — | — | ||
| 8542 |
glm-vision-mcp-server
Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision mode…
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— | — | — | — | — | — | — | ||
| 8543 |
outlty-mcp
Exposes FastAPI API-key management and request-making routes as MCP tools, enab…
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— | — | — | — | — | — | — | ||
| 8544 |
Visual Sentinel MCP Server
Six-layer website monitoring (uptime, performance, SSL, DNS, visual regression,…
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— | — | — | — | — | — | — | ||
| 8545 |
Gemini Research MCP Server
MCP server for AI-powered research using Gemini. Provides fast grounded web sea…
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— | — | — | — | — | — | — | ||
| 8546 | claude-mcp | — | — | — | — | — | — | 95 | ||
| 8547 |
refinex-mcp
Enables querying live AWS spot price arbitrage signals and suppression logs dir…
|
— | — | — | — | — | — | 81 | ||
| 8548 |
Personal Notes Assistant
MCP server that indexes your Obsidian notes into a Milvus vector database and e…
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— | — | — | — | — | — | — | ||
| 8549 |
poranos-mcp-ainpc
Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conve…
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— | — | — | — | — | — | — | ||
| 8550 |
vetsorcery-mcp
MCP server for VetSorcery — query problem lists, SOAP notes, and patient summar…
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