AI & Machine Learning MCP Servers

[](https://glama.ai/mcp/servers/juergenkoller-software/distill-mcp) - MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) — AI file renamer that analyzes content (PDF/OCR/Office/email/media) and renames files with descriptive names. Five AI providers (Claude, OpenAI, Gemini, Ollama, Apple Intelligence), pay-per-use credits, folder monitoring, 9 MCP tools.

- A DeepSeek MCP-like Server for Terminal

MCP server for the OpenAI ChatGPT API — chat, vision, and embeddings

[](https://glama.ai/mcp/servers/mohitbadwal/ringback) - Lets the LLM reach you on your phone: live, interruptible voice calls and tiered alerts, using free self-hosted pieces (SIP via pjsua2/Linphone + whisper.cpp STT + macOS say TTS). No paid telephony, no extra API key for the conversation.

[](https://glama.ai/mcp/servers/20alexl/claude-engram) - Persistent memory and session intelligence for Claude Code. Auto-tracks mistakes, decisions, and context via hooks. Mines session history for patterns and cross-session search. Loop detection, pre-edit warnings, context compaction survival. Runs locally with Ollama.

- Deep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.

- Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration

- Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP.

[](https://glama.ai/mcp/servers/Jungle-Grid/mcp-server) - MCP server for Jungle Grid, an agentic GPU execution layer that lets AI agents estimate, submit, monitor, and fetch logs for inference, training, fine-tuning, and batch workloads.

[](https://glama.ai/mcp/servers/BlackMount-ai/blackmount-nlp-mcp) - Deterministic local text analysis: sentiment, readability scoring, keyword extraction, text similarity, summarization, and language detection across 18 languages. Pure Python, zero heavy dependencies, 42 KB wheel. Install: `pip install blackmount-nlp-mcp`.

- Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.

[](https://glama.ai/mcp/servers/PsChina/deepseek-as-subagent) - Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI. DeepSeek gets its own 7-tool agent loop (Read/Write/Edit/Bash/Glob/Grep/NotebookEdit) in a sandboxed workspace, not just a single LLM call. Includes token-based command sandbox, pre-flight web-search pattern, and cross-platform installer.

[](https://glama.ai/mcp/servers/nikhilnt1234/TokenBurnRate) - Track LLM token costs across Claude, GPT and Gemini. MCP server + CLI with optimization hints and $ savings estimates.

SDK breaking-change tracker for AI agents — Anthropic/OpenAI/LangChain/MCP/Mistral.

- An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.

- All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.

[](https://glama.ai/mcp/servers/grahamrowe82/pt-edge) - AI project intelligence MCP server. Tracks 300+ open-source AI projects across GitHub, PyPI, npm, HuggingFace, Docker Hub, and Hacker News. 47 MCP tools for discovery, comparison, trend analysis, and semantic search across AI repos, HuggingFace models/datasets, and public APIs.

[](https://glama.ai/mcp/servers/dimpagk92/cellar) - Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protocol + vision into structured context with per-element confidence. 4 MCP tools (see/act/think/perceive). Continuous awareness engine (Cortex) with freshness + side-effect detection. Works offline with Ollama + local models.

Speech-to-text transcription for AI agents.

- This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.

MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine

A rudimentary implementation of Anthropic's Model Context Protocol with OpenAIs Model

Easy setup script for Anthropic Claude Model Context Protocol (MCP) servers on Windows

macOS Notification MCP enables AI assistants to trigger native macOS sounds, visual notifications, and text-to-speech. Built for Claude and other AI models using the Model Context Protocol.