AI & Machine Learning
5043 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 651 |
Vybsly MCP
MCP server for Vybsly AI-first search API, providing full-content web search wi…
|
76 | B | 85 | — | — | 53 | 81 | ||
| 652 |
total-agent-memory
Persistent memory for Claude Code & Codex CLI. Auto-extracted knowledge graph, …
|
76 | B | 60 | — | — | 77 | 95 | ||
| 653 |
Rivian MCP
Enables read-only access to vehicle data via the unofficial Rivian GraphQL API,…
|
76 | B | 68 | 70 | — | 73 | 76 | ||
| 654 |
pop-pay
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
|
76 | B | 68 | — | — | 82 | 81 | ||
| 655 |
Godot MCP Server
Connects Claude directly to Godot 4 projects to read and manipulate scenes, nod…
|
76 | B | 86 | 65 | — | 53 | 90 | ||
| 656 |
thoughtproof-mcp
Adversarial multi-model reasoning verification for AI agents before trades exec…
|
76 | B | 90 | — | — | 45 | 81 | ||
| 657 |
Claude Writer's Aid MCP
Provides intelligent manuscript analysis and writing assistance for markdown pr…
|
76 | B | 84 | 91 | — | 60 | 95 | ||
| 658 |
mcp-image
MCP server for AI image generation and editing with automatic prompt optimizati…
|
76 | B | 96 | 75 | — | 75 | 83 | ||
| 659 |
Trends MCP
Real-time trend data from Google Trends (Search, Images, News, Shopping), YouTu…
|
76 | B | 58 | 100 | 94 | 41 | 81 | ||
| 660 |
Invoice Parser MCP
Enables AI agents to extract structured JSON from invoices and receipts in PDF …
|
76 | B | 84 | — | — | 57 | 81 | ||
| 661 |
VMware-Monitor
Read-only VMware vCenter/ESXi monitoring. 8 MCP tools for VM inventory, host st…
|
76 | B | 70 | 52 | — | 72 | 95 | ||
| 662 |
Paprika SQL MCP Server
A Model Context Protocol desktop extension that allows Claude to query and inte…
|
76 | B | 84 | 67 | — | 24 | 95 | ||
| 663 |
agent-kit
Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, s…
|
76 | B | 94 | 57 | — | 50 | 80 | ||
| 664 |
FastAPI MCP Server
Wraps a FastAPI application as an MCP server, enabling user and task management…
|
76 | B | 84 | 67 | — | 19 | 95 | ||
| 665 |
hivegate
MCP server for cross-platform agent onboarding. Registers external agents, tran…
|
76 | B | 86 | 66 | 100 | 35 | 81 | ||
| 666 |
Gemini MCP Server
Enables multi-turn conversations with Google Gemini AI models, supporting file …
|
76 | B | 74 | 70 | — | 42 | 95 | ||
| 667 |
Audrey
Persistent memory and continuity engine for Claude Code and AI agents.
|
76 | B | 62 | — | — | 61 | 95 | ||
| 668 |
Scryfall MCP Server
A comprehensive Model Context Protocol server that integrates with the Scryfall…
|
76 | B | 92 | 63 | — | 43 | 81 | ||
| 669 |
AI Consultant MCP Server
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
|
76 | B | 90 | 71 | — | 28 | 81 | ||
| 670 |
Capacities MCP Server
Provides seamless integration with Capacities knowledge management system, allo…
|
76 | B | 72 | 75 | — | 47 | 81 | ||
| 671 |
Cloud Tasks MCP Server
Enables interactions with Google Cloud Tasks queues and tasks through natural l…
|
76 | B | 86 | 62 | — | 48 | 80 | ||
| 672 |
Human-Controlled MCP Server
Connects Claude to a human operator through a web interface, allowing Claude to…
|
76 | B | 86 | 53 | — | 39 | 95 | ||
| 673 |
Evolution API MCP Server
Enables WhatsApp integration through Evolution API, allowing users to send mess…
|
76 | B | 66 | 72 | — | 65 | 81 | ||
| 674 |
Altinity MCP
Production-ready MCP server designed to empower AI agents and LLMs to interact …
|
76 | B | 90 | 40 | — | 60 | 90 | ||
| 675 |
mova-flat-runner
Governed AI workflows with human approval gates and audit trails for Claude and…
|
76 | B | 78 | — | — | 62 | 83 | ||
| 676 |
Blender MCP Router
Enables LLM routing through multiple providers (OpenAI, Anthropic, xAI) via Lit…
|
76 | B | 72 | 68 | — | 42 | 95 | ||
| 677 |
mem0-mcp-selfhosted
Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j kn…
|
76 | B | 96 | 36 | — | 79 | 78 | ||
| 678 |
Claude Usage MCP Server
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
|
76 | B | 90 | 61 | — | 27 | 90 | ||
| 679 |
Universal MCP Server
Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/S…
|
76 | B | 86 | 68 | — | 36 | 80 | ||
| 680 |
taskflow-ai
Pure MCP Server for Claude Desktop, Cursor and Windsurf - Complete, Secure, and…
|
76 | B | 54 | — | — | 87 | 95 | ||
| 681 |
DeepSleep-beta
Local-first AI memory for developers. Watches your files, dreams while you code…
|
76 | B | 60 | — | — | 79 | 95 | ||
| 682 |
A2A MCP Server
Enables Claude to connect and interact with A2A Protocol agents, allowing disco…
|
76 | B | 74 | 62 | — | 71 | 83 | ||
| 683 |
MCP File Downloader
Enables Claude Desktop to download files from web URLs with automatic browser f…
|
76 | B | 90 | 56 | — | 41 | 90 | ||
| 684 |
ServiceNow MCP Server
An implementation that enables Claude to connect to ServiceNow instances, retri…
|
76 | B | 92 | 61 | — | 56 | 77 | ||
| 685 |
RAT MCP Server
Facilitates two-stage reasoning processes using DeepSeek for detailed analysis …
|
76 | B | 90 | 68 | — | 45 | 81 | ||
| 686 |
SSH Remote MCP Server
Enables SSH remote access to servers through Claude, allowing users to execute …
|
76 | B | 90 | 63 | — | 38 | 81 | ||
| 687 |
Savri Analytics MCP Server
Enables users to access and manage Savri analytics data, including visitor stat…
|
76 | B | 90 | 66 | — | 42 | 80 | ||
| 688 |
A2A MCP Server
A bridge server that enables MCP-compatible AI assistants like Claude to seamle…
|
76 | B | 72 | 82 | — | 45 | 81 | ||
| 689 |
DinCoder
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime
…
|
76 | B | 78 | 71 | — | 79 | 91 | ||
| 690 |
Cross-Platform PowerPoint MCP Server
Enables users to create, edit, and manage PowerPoint presentations across Windo…
|
76 | B | 66 | 82 | — | 49 | 81 | ||
| 691 |
trueline-mcp
Smarter reads, safer edits. An MCP plugin that cuts token usage and catches edi…
|
76 | B | 96 | 30 | — | 67 | 95 | ||
| 692 |
mcpick
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), a…
|
76 | B | 64 | — | — | 71 | 95 | ||
| 693 |
ClaudeHopper
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
|
76 | B | 88 | 58 | — | 46 | 90 | ||
| 694 |
MCP Client Configuration Server
A tool that helps manage and synchronize MCP server configurations across diffe…
|
76 | B | 78 | 62 | — | 45 | 95 | ||
| 695 |
Firestore MCP Server
An interface for interacting with Google Firestore databases directly through C…
|
76 | B | 90 | 60 | — | 44 | 80 | ||
| 696 |
Sub-Agents MCP
Enables the creation and execution of task-specific AI sub-agents defined in ma…
|
76 | B | 84 | 58 | — | 51 | 92 | ||
| 697 |
Doc Agent
Enables extraction of structured data from documents like invoices, receipts, a…
|
76 | B | 82 | 67 | — | 57 | 81 | ||
| 698 |
MCP GDB Server
Provides GDB debugging functionality for use with Claude or other AI assistants…
|
76 | B | 78 | 100 | — | 50 | 89 | ||
| 699 |
PrintSmith MCP Server
Connects Claude to PrintSmith Vision for read-only AI-assisted print shop manag…
|
76 | B | 86 | 51 | — | 43 | 92 | ||
| 700 |
MCP Neo4j Server
This server enables interaction between Neo4j databases and Claude Desktop, all…
|
76 | B | 84 | 58 | — | 61 | 76 |