AI and Machine Learning Servers

A Model Context Protocol server that provides persistent memory capabilities for AI systems, enabling true continuity of consciousness across conversations through episodic, semantic, procedural, and strategic memory types.

Enables AI-powered image and video analysis using Google Gemini and Vertex AI models. Supports analyzing single or multiple images, detecting objects with bounding boxes, and video content analysis through natural language prompts.

Enables persistent memory for AI systems by providing tools for episodic, semantic, and procedural data storage through a vector-and-graph-enhanced database. It allows models to maintain long-term continuity using similarity search, thematic clustering, and identity tracking.

Vapi MCP Server

Official

Enables integration with Vapi APIs through function calling via the Model Context Protocol, allowing AI models to access Vapi's capabilities.

Converts PDF files to Markdown format with incremental processing that resumes from existing page markers, supporting both local files and URLs with fallback handling for various content extraction scenarios.

A bridge server that enables MCP-compatible AI assistants like Claude to seamlessly discover, communicate with, and manage A2A protocol agents.

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Cookwith

Remote

Recipe generation and transformation tools powered by Cookwith's culinary AI

C

Criterion

Remote

Provides semantic search across Quran verses and authentic Hadiths for Islamic guidance.

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Needle

Remote

Bridges Needle AI platform with MCP servers to enable advanced natural language processing and machine learning capabilities.

Glif

Official

Run AI workflows hosted on Glif.app via MCP, including ComfyUI-based image generators, meme generators, selfies, chained LLM calls, and more

Enables AI models to dynamically create and execute their own custom tools through a meta-function architecture, supporting JavaScript, Python, and Shell runtimes with sandboxed security and human approval flows.

PortOne MCP Server

Official

Provides access to PortOne's official documentation (developer center, help center) and console features including channel management, payment history lookup, and sub-merchant queries through LLM integration with browser-based authentication.

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FootballBin

Remote

AI match predictions for Premier League and Champions League including scores, goal scorers, and corners.

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Cookwith

Remote

Recipe generation and transformation tools powered by Cookwith's culinary AI

Telnyx MCP Server

Official

Enables interaction with Telnyx's telephony, messaging, and AI assistant APIs to manage phone numbers, send messages, make calls, and create AI assistants. Includes webhook support for real-time event handling and comprehensive tools for voice, SMS, cloud storage, and embeddings.

Enables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.

Enables AI agents to capture screenshots from Android devices and emulators, and manage connected devices for UI analysis and testing. Supports device listing, screenshot capture, and integrates with Claude Desktop, Gemini CLI, and GitHub Copilot.

Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more.

The 'Blast Radius' detector for AI Agents. Prevent regressions using Git history and organizational memory.

Revenue intelligence MCP server: RFM analysis, 14.5-point ICP scoring, pipeline health scoring. Embeds Artefact Formula methodology. HubSpot integration.

Enables users to search and query information from the 2025 Korean tax law amendment PDF documents using natural language. Provides document indexing and retrieval capabilities through ChromaDB vector storage and LangChain integration.