AI & Machine Learning
8720 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 3451 |
awesome-claude-dxt
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
|
30 | F | 84 | 57 | — | 65 | 88 | ||
| 3452 |
OpenAI and Claude MCP
A simple server that acts as a Master Control Program (MCP) for unified interac…
|
30 | F | 56 | 31 | — | 21 | 80 | ||
| 3453 |
UI Screenshot Comparison MCP
Enables automated visual testing by comparing screenshots against baseline imag…
|
30 | F | 78 | 61 | — | 32 | 89 | ||
| 3454 |
Daemon-MCP
Daem0n-MCP provides AI agents with persistent, semantically indexed memory to t…
|
30 | F | 60 | 33 | — | 59 | 90 | ||
| 3455 |
Letz AI MCP
A Model Context Protocol server that enables Claude to generate and upscale ima…
|
30 | F | 71 | 61 | — | 28 | 89 | ||
| 3456 |
localingos
AI-powered app translation for developers. Push your source strings, get transl…
|
30 | F | — | 10 | — | — | 81 | ||
| 3457 |
MCP CSV Analysis with Gemini AI
An MCP server that enables advanced CSV analysis and data visualization using G…
|
30 | F | 63 | 70 | — | 20 | 76 | ||
| 3458 |
402Arcade
402 Arcade is a collection of six absurd micro-services built for the agent-to-…
|
30 | F | — | 10 | — | — | 81 | ||
| 3459 |
mu-mcp
An MCP server that enables querying, viewing, and interacting with local emails…
|
30 | F | 45 | 22 | — | 54 | 80 | ||
| 3460 |
Adamik MCP Server
Enables read and write interactions with 60+ blockchain networks through Claude…
|
30 | F | 48 | 82 | — | 50 | 80 | ||
| 3461 |
PsMCP - MCP Server for Photoshop
A server that allows AI tools like Claude and Cursor to automate and control Ph…
|
30 | F | 78 | 51 | — | 43 | 74 | ||
| 3462 |
JobGPT AutoApply
JobGPT MCP server automates your entire job search — from finding jobs to auto …
|
30 | F | — | 10 | — | — | 81 | ||
| 3463 |
mcp-ragchat
Add RAG-powered AI chat to any website with one command. Local vector store, mu…
|
30 | F | 72 | 61 | — | 54 | 90 | ||
| 3464 |
Super Singularity MCP Server
Integrates Claude Desktop with Super Singularity's course creation API, enablin…
|
30 | F | 66 | 43 | — | 27 | 74 | ||
| 3465 |
memory-mcp
Persistent memory and automatic git snapshots for Claude Code, capturing decisi…
|
30 | F | 72 | 58 | — | 69 | 87 | ||
| 3466 |
Foreman MCP Server
Enables interaction with Foreman instances to manage systems through the Model …
|
30 | F | 72 | 63 | — | 51 | 76 | ||
| 3467 |
MLflow Prompt Registry MCP Server
Enables access to prompt templates managed in MLflow through Claude Desktop, al…
|
30 | F | 76 | 57 | — | 20 | 80 | ||
| 3468 |
Gemini Thinking Server
An MCP server implementation that leverages Google's Gemini API to provide anal…
|
30 | F | 69 | 67 | — | 25 | 78 | ||
| 3469 |
Amazon Bedrock Knowledge Base MCP Server
Enables management of Amazon Bedrock Knowledge Bases including creation, data s…
|
30 | F | 54 | 82 | — | 50 | 80 | ||
| 3470 |
Mealie MCP Server
Enables AI assistants to interact with Mealie recipe databases through MCP clie…
|
30 | F | 72 | 48 | — | 57 | 80 | ||
| 3471 |
AI Vision MCP Server
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
|
30 | F | 84 | 61 | — | 48 | 80 | ||
| 3472 |
MCP Prompt Template Selector
Provides AI-powered selection and generation of specialized system prompts from…
|
30 | F | 72 | 62 | — | 29 | 80 | ||
| 3473 |
Document MCP Server
Provides tools and resources for managing in-memory documents, allowing users t…
|
30 | F | 68 | 50 | — | 30 | 82 | ||
| 3474 |
Asvaai
Query your brand's AI visibility across ChatGPT, Claude, Perplexity, and Gemini.
|
30 | F | — | 10 | — | — | 81 | ||
| 3475 |
MCP-RAG Server
A server that implements Retrieval-Augmented Generation using GroundX and OpenA…
|
30 | F | 48 | 62 | — | 25 | 78 | ||
| 3476 |
AI Marketing Agent — SEO, Leads & Social by Citedy
Your AI-powered SEO content engine, accessible from any MCP-compatible client.
…
|
30 | F | — | 10 | — | — | 81 | ||
| 3477 |
mcp-openai
Chat with OpenAI's smartest models
|
30 | F | 86 | 57 | — | 63 | 80 | ||
| 3478 |
Professional Python MCP Server
A comprehensive MCP implementation designed for fullstack development that enab…
|
30 | F | 60 | 46 | — | 32 | 82 | ||
| 3479 |
Athenic
Transform Your AI Assistant into a True Business Automation Platform
Athenic i…
|
30 | F | — | 10 | — | — | 81 | ||
| 3480 |
replicate-flux-mcp
Provides the ability to generate images via Replicate's API.
|
30 | F | 72 | 63 | — | 69 | 82 | ||
| 3481 |
MCP Journaling Server
The MCP server transforms chats with Claude into journaling sessions, saving co…
|
30 | F | 56 | 30 | — | 41 | 88 | ||
| 3482 |
OpenHue MCP Server
Enables control of Philips Hue lights through Claude and other LLM interfaces u…
|
30 | F | 78 | 100 | — | 32 | 71 | ||
| 3483 |
Studio MCP
Studio MCP transforms any CLI command into an AI tool by using a simple templat…
|
30 | F | 84 | 56 | — | 81 | 87 | ||
| 3484 |
QueueSim
QueueSim is a free Model Context Protocol server that gives Claude — and any MC…
|
30 | F | — | 10 | — | — | 81 | ||
| 3485 |
mcp-bookmark
Enables AI assistants to save and search bookmarks with semantic search using O…
|
30 | F | 49 | 27 | — | 28 | 77 | ||
| 3486 |
Socializioz ChatGPT MCP
Thin remote MCP server for Socializioz phase-1 ChatGPT workflows.
|
30 | F | — | 10 | — | — | 81 | ||
| 3487 |
Detox MCP
Integrates the Detox mobile testing framework with Claude, enabling test execut…
|
30 | F | 84 | 73 | — | 27 | 90 | ||
| 3488 |
callcenter.js-mcp
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
|
30 | F | 85 | 72 | — | 44 | 80 | ||
| 3489 |
Suno-MCP
Enables music generation through Suno AI, providing tools for account authentic…
|
30 | F | 72 | 41 | — | 55 | 88 | ||
| 3490 |
Claude AI Documentation Assistant
An MCP server that integrates with Claude to provide smart documentation search…
|
30 | F | 27 | 40 | — | 23 | 76 | ||
| 3491 |
Spec Iterator
# Stop Building Features Based on Assumptions
**Spec Iterator** conducts stru…
|
30 | F | 90 | 70 | — | 22 | 87 | ||
| 3492 |
cesium-mcp-runtime
AI-powered 3D globe control via MCP — 59 tools for camera, layers, entities, an…
|
30 | F | — | 10 | — | — | 81 | ||
| 3493 |
Dev Guru
An AI-powered code consultation server that routes programming queries to speci…
|
30 | F | 68 | 65 | — | 30 | 76 | ||
| 3494 |
FichePro for Claude
E-commerce autonomy for dropshippers — listings, SEO, catalog audit, niche & ad…
|
30 | F | 40 | — | — | 26 | 81 | ||
| 3495 |
Google AI Search MCP
Provides AI-powered search and documentation tools using Google Vertex AI or Ge…
|
30 | F | 84 | 63 | — | 36 | 80 | ||
| 3496 |
Brave-Gemini Research MCP Server
Provides web and local search capabilities via Brave Search combined with advan…
|
30 | F | 78 | 68 | — | 25 | 80 | ||
| 3497 |
Unified MCP Server
A comprehensive MCP server that integrates Ollama model management with special…
|
30 | F | 72 | 36 | — | 35 | 89 | ||
| 3498 |
PTC-MCP
Enables Claude Code to perform programmatic tool calling by executing Python sc…
|
30 | F | 96 | 53 | — | 49 | 71 | ||
| 3499 |
cfbd-mcp-server
An MCP server enabling CFBD API queries within Claude Desktop.
|
30 | F | 81 | 71 | — | 44 | 78 | ||
| 3500 |
tutor-mcp-python
An AI tutoring system that runs as an MCP server, allowing Claude to access and…
|
30 | F | 78 | 100 | — | 39 | 90 |