AI & Machine Learning
8609 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 501 |
mcp-ollama
MCP server wrapping local Ollama models for offload from API-priced orchestrato…
|
78 | B | 72 | — | — | 65 | 95 | ||
| 502 |
BlenderMCP
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
78 | B | 66 | 82 | — | 43 | 95 | ||
| 503 |
Lichess MCP
Connects Claude to Lichess for playing chess games, analyzing positions with St…
|
78 | B | 90 | — | — | 35 | 95 | ||
| 504 |
MCP Vision Relay
Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enab…
|
78 | B | 90 | 100 | — | 46 | 95 | ||
| 505 |
deploy
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
|
78 | B | 90 | — | — | 53 | 83 | ||
| 506 |
Qwen Max MCP Server
Enables text generation using the Qwen Max language model with configurable par…
|
78 | B | 86 | 68 | — | 45 | 82 | ||
| 507 |
mcp-server
AI text detection and humanization for Claude Code, Cursor, and Windsurf.
|
78 | B | 72 | 75 | — | 57 | 83 | ||
| 508 |
@sanderkooger/mcp-server-ragdocs
An MCP server implementation that provides tools for retrieving and processing …
|
78 | B | 79 | 63 | — | 79 | 78 | ||
| 509 |
claude-skills-mcp
Intelligent search capabilities to let every model and client use [Claude Agent…
|
78 | B | 94 | 58 | — | 64 | 80 | ||
| 510 |
MCP Server
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
|
78 | B | 84 | 75 | — | 40 | 81 | ||
| 511 |
iMessage MCP Server
Enables Claude to read and search through iMessage, SMS, and RCS conversations,…
|
78 | B | 78 | 75 | — | 44 | 95 | ||
| 512 |
claudia
AI-native task management system for Claude agents. Hierarchical tasks, depende…
|
78 | B | 94 | 56 | — | 66 | 90 | ||
| 513 |
mcp-client-for-ollama
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring …
|
78 | B | 94 | 37 | — | 86 | 92 | ||
| 514 |
context-harness
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
|
78 | B | 90 | 30 | — | 82 | 94 | ||
| 515 |
MCP Ollama Server
MCP Ollama server integrates Ollama models with MCP clients, allowing users to …
|
78 | B | 64 | 82 | — | 43 | 95 | ||
| 516 |
mcp_server_filesystem
MCP File System Server: A secure Model Context Protocol server that provides fi…
|
78 | B | 84 | 41 | — | 71 | 95 | ||
| 517 |
MCP Accessibility Bridge
Connects Claude to a live Chrome browser's accessibility tree to generate stabl…
|
78 | B | 88 | 63 | — | 61 | 92 | ||
| 518 |
Edge TTS MCP
A cross-platform MCP server that enables Claude to speak using Microsoft Edge T…
|
78 | B | 72 | 82 | — | 45 | 90 | ||
| 519 |
Agent Communication MCP Server
Enables Claude to coordinate multiple specialized AI agents by creating tasks, …
|
78 | B | 96 | 32 | — | 78 | 90 | ||
| 520 |
GMail-Manager-MCP
Connects Claude Desktop to your Gmail so you can start managing your inbox usin…
|
78 | B | 68 | 73 | — | 69 | 82 | ||
| 521 |
mcpgo
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and mo…
|
78 | B | 88 | — | — | 37 | 95 | ||
| 522 |
redash-mcp
Connect Redash to Claude — natural-language SQL with safety guards (blocks DROP…
|
78 | B | 76 | — | — | 75 | 83 | ||
| 523 |
preflight
24-tool MCP server for Claude Code that catches vague prompts before they waste…
|
78 | B | 76 | 56 | — | 83 | 89 | ||
| 524 |
MCP Starter Kit
Production-ready TypeScript MCP server template — 4 tools, Zod validation, 19 t…
|
78 | B | 66 | 66 | — | 70 | 92 | ||
| 525 |
gptzero-mcp
AI detection for text content with GPTZero API. Detect AI-generated text, get c…
|
78 | B | 84 | 73 | — | 46 | 80 | ||
| 526 |
Sora 2 MCP Server
Enables video generation through OpenAI's Sora 2 API, allowing users to create,…
|
78 | B | 96 | 65 | — | 43 | 74 | ||
| 527 |
flompt
Visual AI prompt builder that decomposes any raw prompt into 12 semantic blocks…
|
78 | B | 71 | 86 | — | 58 | 95 | ||
| 528 |
pykrx-mcp
Provides Korean stock market data (KOSPI, KOSDAQ, KONEX) including prices, fund…
|
78 | B | 54 | 82 | — | 71 | 95 | ||
| 529 |
cortexgraph
Temporal memory system for AI assistants with human-like forgetting curves. All…
|
78 | B | 62 | 82 | — | 65 | 95 | HT | |
| 530 |
Ultimate-MCP-Server
Provides a suite of tools like agent orchestration and token optimization for C…
|
78 | B | 100 | 65 | — | 57 | 81 | ||
| 531 |
Mnemos
A self-hosted, multi-context memory server that enables AI agents to search and…
|
78 | B | 94 | 57 | — | 40 | 90 | ||
| 532 |
Substack Reader MCP Server
Enables users to manage and read Substack content directly within Claude, inclu…
|
78 | B | 90 | 66 | — | 39 | 92 | ||
| 533 |
Claude Swarm MCP Server
Enables multi-agent orchestration and coordination using specialized, persisten…
|
77 | B | 94 | 55 | — | 40 | 95 | ||
| 534 |
@kazuph/mcp-pocket
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
|
77 | B | 78 | 82 | — | 37 | 90 | ||
| 535 |
Gemini-Imagen4
Generate high-quality images from text descriptions using Google's Imagen 4.0 m…
|
77 | B | 96 | 75 | — | 24 | 95 | ||
| 536 |
cellar
Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protoco…
|
77 | B | 60 | — | — | 80 | 95 | ||
| 537 |
Agent Wallet MCP
Gives Claude a Solana wallet to send USDC, check balances, and manage blockchai…
|
77 | B | 94 | 55 | — | 27 | 95 | ||
| 538 |
claude-memory-fts
Long-term memory MCP server for Claude Code with SQLite FTS5 full-text search, …
|
77 | B | 94 | 50 | — | 55 | 82 | ||
| 539 |
Ambient Code Platform MCP Server
Enables delegation of agentic sessions to Kubernetes-hosted Claude agents runni…
|
77 | B | 94 | 73 | — | 50 | 80 | ||
| 540 |
pipepost
MCP server to publish to Substack, Ghost, Dev.to, WordPress, LinkedIn + 5 more …
|
77 | B | 72 | — | — | 63 | 95 | ||
| 541 |
mcp-server-boilerplate
Production-ready MCP server starter templates in TypeScript and Python. Include…
|
77 | B | 66 | 61 | — | 67 | 95 | ||
| 542 |
Ollama MCP Server
A bridge that integrates Ollama's local LLM capabilities into MCP-powered appli…
|
77 | B | 78 | 61 | — | 54 | 90 | ||
| 543 |
MCP Contemplation
Provides an interface to Claude's contemplation loop, enabling continuous backg…
|
77 | B | 90 | 61 | — | 28 | 95 | ||
| 544 |
Shodan MCP Server
Provides Claude with access to Shodan for IP address lookups, service discovery…
|
77 | B | 86 | 72 | — | 39 | 81 | ||
| 545 |
Local Dev Bridge MCP
Provides Claude Desktop with direct access to your local file system for develo…
|
77 | B | 90 | 91 | — | 44 | 95 | ||
| 546 |
Neovim MCP Server
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
|
77 | B | 90 | 56 | — | 30 | 95 | ||
| 547 |
codex-mcp-server
Bridges Claude and OpenAI's Codex CLI for AI-powered code analysis, generation,…
|
77 | B | 71 | 100 | — | 46 | 95 | ||
| 548 |
ynab-mcp
A Model Context Protocol (MCP) server for interacting with YNAB (You Need A Bud…
|
77 | B | 88 | 68 | — | 43 | 81 | ||
| 549 |
Claude Telemetry MCP
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
|
77 | B | 90 | 56 | — | 33 | 94 | ||
| 550 |
Employee Management MCP Server
Enables managing employee records by providing tools to list directories, retri…
|
77 | B | 84 | 71 | — | 21 | 95 |