AI & Machine Learning
8609 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 551 |
oci-pricing-mcp
Oracle Cloud Infrastructure pricing data with 602 products, cost calculators, a…
|
77 | B | 90 | 47 | — | 73 | 94 | ||
| 552 |
Local Dev Bridge MCP
Provides Claude Desktop with direct access to your local file system for develo…
|
77 | B | 90 | 91 | — | 44 | 95 | ||
| 553 |
JobNimbus MCP Remote Server
Enables remote access to JobNimbus CRM through Claude Desktop with 48+ tools fo…
|
77 | B | 94 | 68 | — | 37 | 81 | ||
| 554 |
Ollama MCP Server
A bridge that enables Claude Code to interact with local Ollama instances for t…
|
77 | B | 90 | 100 | — | 50 | 82 | ||
| 555 |
gemini-cli-mcp
A secure MCP server that wraps the Google Gemini CLI, allowing clients to query…
|
77 | B | 78 | — | — | 52 | 95 | ||
| 556 |
Claude Telemetry MCP
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
|
77 | B | 90 | 56 | — | 33 | 94 | ||
| 557 |
Ambient Code Platform MCP Server
Enables delegation of agentic sessions to Kubernetes-hosted Claude agents runni…
|
77 | B | 94 | 73 | — | 50 | 80 | ||
| 558 |
Shodan MCP Server
Provides Claude with access to Shodan for IP address lookups, service discovery…
|
77 | B | 86 | 72 | — | 39 | 81 | ||
| 559 |
mcp-server-conceal
An MCP proxy that pseudo-anonymizes PII before data reaches external AI provide…
|
77 | B | 90 | 57 | — | 53 | 81 | ||
| 560 |
vulcan-file-ops
MCP server that gives Claude Desktop and other desktop MCP clients filesystem p…
|
77 | B | 75 | 57 | — | 53 | 95 | ||
| 561 |
Obsidian Claude Code MCP Server
Enables Claude Code and Claude Desktop to interact with Obsidian vaults through…
|
77 | B | 94 | 35 | — | 67 | 95 | ||
| 562 |
MCP Server for Lychee Redmine
Enables AI assistants like Claude to interact with Lychee Redmine project manag…
|
77 | B | 84 | 77 | — | 30 | 83 | ||
| 563 |
homelab-mcp
MCP servers for managing homelab infrastructure. Monitor Docker/Podman containe…
|
77 | B | 100 | 31 | — | 76 | 81 | ||
| 564 |
mcp-reasoner
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
|
77 | B | 100 | 100 | — | 45 | 80 | ||
| 565 |
Faulkner DB
A temporal knowledge graph system that enables users to record and query archit…
|
77 | B | 90 | 56 | — | 74 | 76 | ||
| 566 |
Semantic Mesh Memory (SEM) MCP Server
Provides a coherent memory layer for LLM agents that models beliefs as nodes in…
|
77 | B | 90 | 63 | — | 30 | 94 | ||
| 567 |
gemini-skill
MCP server to control Gemini web interface via CDP for AI image generation, cha…
|
77 | B | 72 | — | — | 60 | 95 | ||
| 568 |
MCP Appium
Enables AI agents to automate Android mobile device testing through Appium, wit…
|
77 | B | 80 | 91 | — | 45 | 95 | ||
| 569 |
MCP Note-Taking Server
Enables structured note-taking with markdown support, dynamic tagging system, a…
|
77 | B | 90 | 53 | — | 39 | 95 | ||
| 570 |
mcp-server-boilerplate
Production-ready MCP server starter templates in TypeScript and Python. Include…
|
77 | B | 66 | 61 | — | 67 | 95 | ||
| 571 |
mcp-server-openai
Query OpenAI models directly from Claude using MCP protocol
|
77 | B | 90 | 68 | — | 37 | 80 | ||
| 572 |
Employee Management MCP Server
Enables managing employee records by providing tools to list directories, retri…
|
77 | B | 84 | 71 | — | 21 | 95 | ||
| 573 |
cellar
Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protoco…
|
77 | B | 60 | — | — | 80 | 95 | ||
| 574 |
claude-video-vision
Give Claude the ability to watch and understand videos — Claude Code plugin wit…
|
77 | B | 72 | — | — | 63 | 95 | ||
| 575 |
mcp-server-text-editor
An open source implementation of the Claude built-in text editor tool
|
77 | B | 84 | 100 | — | 51 | 90 | ||
| 576 |
MCP Reasoner
A systematic reasoning MCP server for Claude Desktop, featuring Beam Search and…
|
77 | B | 84 | 67 | — | 42 | 90 | ||
| 577 |
Gemini-Imagen4
Generate high-quality images from text descriptions using Google's Imagen 4.0 m…
|
77 | B | 96 | 75 | — | 24 | 95 | ||
| 578 |
MCP Contemplation
Provides an interface to Claude's contemplation loop, enabling continuous backg…
|
77 | B | 90 | 61 | — | 28 | 95 | ||
| 579 |
ClaudePost
Enables seamless email management through natural language conversations with C…
|
77 | B | 84 | 60 | — | 46 | 95 | ||
| 580 |
claude-memory-fts
Long-term memory MCP server for Claude Code with SQLite FTS5 full-text search, …
|
77 | B | 94 | 50 | — | 55 | 82 | ||
| 581 |
Claude Swarm MCP Server
Enables multi-agent orchestration and coordination using specialized, persisten…
|
77 | B | 94 | 55 | — | 40 | 95 | ||
| 582 |
Agent Wallet MCP
Gives Claude a Solana wallet to send USDC, check balances, and manage blockchai…
|
77 | B | 94 | 55 | — | 27 | 95 | ||
| 583 |
mcp-helm
Attaches to your existing Chrome browser to allow Claude to see the active tab,…
|
77 | B | 78 | — | — | 53 | 95 | ||
| 584 |
rag-code-mcp
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
|
77 | B | 94 | 43 | — | 78 | 90 | ||
| 585 |
Gmail AutoAuth MCP Server
Server for Gmail integration in Claude Desktop with auto authentication support…
|
77 | B | 94 | 68 | — | 49 | 84 | ||
| 586 |
Zappy MCP
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
|
77 | B | 66 | 72 | — | 52 | 95 | ||
| 587 |
agentkits-memory
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
|
77 | B | 96 | 25 | — | 76 | 95 | ||
| 588 |
MCP AI Gateway
Enables AI assistants to intelligently select and switch between different AI m…
|
77 | B | 96 | 70 | — | 30 | 81 | ||
| 589 |
lsp-mcp-server
Bridges Claude Code to Language Server Protocol (LSP) servers to enable semanti…
|
77 | B | 96 | 60 | — | 51 | 89 | ||
| 590 |
@kazuph/mcp-pocket
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
|
77 | B | 78 | 82 | — | 37 | 90 | ||
| 591 |
macos-vision-mcp
Local OCR and image analysis via Apple Vision Framework. Wraps macOS's native V…
|
77 | B | 72 | — | — | 60 | 95 | ||
| 592 |
mcp-neovim-server
Leverages Vim's native text editing commands and workflows, which Claude alread…
|
77 | B | 72 | 100 | — | 68 | 95 | ||
| 593 |
Revenue Engine MCP
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
|
77 | B | 84 | 82 | — | 26 | 95 | ||
| 594 |
hummingbot-mcp
Enables Claude and Gemini CLI to interact with Hummingbot for automated cryptoc…
|
77 | B | 90 | — | — | 51 | 81 | ||
| 595 |
verifiedstate-mcp
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
77 | B | 90 | — | — | 51 | 81 | ||
| 596 |
Scratchpad MCP
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
|
77 | B | 90 | 100 | — | 53 | 90 | ||
| 597 |
Google Workspace MCP
MCP server that enables Claude to interact with Google Workspace services inclu…
|
77 | B | 81 | 51 | — | 80 | 95 | ||
| 598 |
Readonly Filesystem MCP Server
Node.js server implementing Model Context Protocol for secure read-only filesys…
|
77 | B | 84 | 65 | — | 40 | 92 | ||
| 599 |
FastApply MCP Server
Enables AI-powered code editing with preview and validation capabilities throug…
|
77 | B | 90 | 72 | — | 37 | 80 | ||
| 600 |
hwp-mcp
MCP server for reading and writing HWP/HWPX (Korean Hangul) documents — built o…
|
77 | B | 69 | — | — | 68 | 95 |