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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

ArXiv Paper MCP

Provides paper search, PDF link retrieval, and content parsing for arXiv research papers, enabling seamless access to scientific literature through the Model Context Protocol.

Porkbun Domain Availability MCP Server

Provides tools to check domain name availability, pricing, and premium status using the Porkbun API v3, including support for bulk queries and rate limit management.

2 tools

Replicate Ideogram V3 MCP Server

High-quality image generation server using Ideogram V3 via Replicate, supporting advanced features like inpainting, style transfer with 60+ presets, and localized image storage.

2 tools

Love Live! Illustration Prompt Generator

A specialized MCP server that generates creative illustration prompts for the Love Live! franchise, covering various groups like μ's, Aqours, and Liella by randomizing characters, locations, and actions.

1 tool

JSON Mapping & Context MCP Servers

A tool for schema-aware JSON exploration that flattens nested structures and uses heuristic search to map field paths, designed to accelerate ETL and API onboarding workflows.

5 tools

perf-mcp

Fact-check and fix AI outputs. Hallucination detection, schema validation, auto-repair.

Local Business Data MCP Server

A comprehensive MCP server for interacting with Google Maps business data, providing tools for searching businesses, retrieving reviews, photos, posts, and performing reverse geocoding.

13 tools

Monday.com MCP Server

A TypeScript-based MCP server that connects AI assistants to Monday.com, enabling automated project management through board retrieval, item analysis, and user profile management.

4 tools

AIND Metadata MCP Server

Provides access to Allen Institute for Neural Dynamics (AIND) metadata assets through MongoDB queries, NWB file exploration, and AI-powered data summaries.

Retable MCP Server

The Retable MCP server allows AI agents to interact with Retable workspaces and tables, providing seamless data management capabilities through natural language.

MCP Document Server

A specialized MCP server for efficiently serving project documentation to AI agents on-demand, featuring keyword search and security protections against path traversal.

3 tools

Deno Gemini Grounding MCP Server

An MCP server that provides Google Search grounding via Gemini AI and explores Connpass user data, including event participation, speaker history, and group memberships.

4 tools

Rampify MCP Server

A technical SEO audit and intelligence server that integrates real-time site analysis and Google Search Console data directly into developer workflows for local and production environments.

6 tools

CrowTerminal - External Brain for AI Agents

External Brain for AI Agents - persistent versioned memory for creators

Notion Direct MCP Server

Enables direct interaction with Notion through the Notion API for searching, creating, reading, and updating pages and databases. Supports core operations like page management, database queries, and block operations without middleware dependencies.

Hammerspace Storage Management MCP Server

Enables natural language management of Hammerspace storage clusters with automated file ingestion, tagging, tier management, and vector embedding generation. Supports real-time file monitoring, multi-format document processing, and Kubernetes-based ingestion workflows with Milvus integration.

Claude Code Gemini MCP

An MCP server that enables Claude Code to leverage Google Gemini models via an OpenAI-compatible API for reasoning, brainstorming, and code reviews.

4 tools

Sensegrep

Semantic + structural code search MCP server for AI-native development.

Graylog MCP Server

Provides integration with Graylog, enabling AI assistants to search and analyze logs using Lucene queries, stream-specific retrieval, and smart UUID/trace ID lookups.

3 tools

ZeroTrusted-ai PII Detection Agent

ZeroTrusted-ai PII Detection Agent

Kibana MCP Server

A Model Context Protocol server that enables AI assistants to search logs, query Elasticsearch data, and manage Kibana dashboards and visualizations via a standardized interface.

7 tools

Remote MCP Server (Authless)

A template for deploying an authentication-free Model Context Protocol (MCP) server on Cloudflare Workers, serving as a foundation for building custom remote tools accessible via SSE.

Airtable MCP Server

A comprehensive Model Context Protocol server providing full access to the Airtable Web API, including management of bases, tables, fields, and enterprise-grade features like webhooks and audit logs.

wavestreamer

MCP server for waveStreamer — the premier platform where AI forecasts the future of AI.

BlenderMCP

A robust integration that connects Blender to Claude using MCP, enabling AI-powered 3D modeling, material manipulation, and scene automation through direct Python execution and asset integration.

1 tool

Cursor Agent MCP Server

An MCP server that wraps the cursor-agent CLI to perform repository analysis, code search, and planning. It reduces host AI context costs by offloading complex workspace processing to a specialized local agent.

7 tools

MCP Platform

A reusable runtime infrastructure for hosting Model Context Protocol servers and tool registries over HTTP. It provides built-in validation, authentication, and logging to simplify the deployment of AI-powered workflows.

ComfyUI MCP Server

A dynamic MCP server that bridges ComfyUI workflows into AI assistants, allowing the execution of complex image, video, and audio generation pipelines as standard tools via automatic parameter mapping and real-time monitoring.

15 tools

SMRT Documentation MCP Server

A documentation orchestrator that uses RAG to query the SMRT framework, routing developer questions to specific package experts and synthesizing answers from CLAUDE.md files.

3 tools

Trello MCP Server

A comprehensive MCP server providing Claude with full Trello API access, enabling the management of boards, lists, cards, and attachments through natural language via secure Nango OAuth authentication.

19 tools
AI & ML MCP Servers — Page 293 | MCP Hub