AI & Machine Learning

LLMs, embeddings, ML frameworks.

98 servers — verified by runtime behavior, not README tags.

blockrunai/blockrun-mcp VERIFIED
📇 ☁️ 🍎 🪟 🐧 - Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. Pay-per-use via x402 micropayments with USDC on Base.
NPMMIXEDSETUP MEDIUMSCHEMA LOW
@metamask/client-mcp-core FAILED
MCP server for MetaMask Extension visual testing with LLM agents
NPMMIXEDSETUP LOW
google-gemini/gemini-cli FAILED
Queries and interacts with Google's Gemini API to enable code scanning, image uploads, and various chat functionalities. Best suited for agents that need to an…
NPMMIXEDSETUP HIGH
hidai25/eval-view FAILED
[![hidai25/eval-view MCP server](https://glama.ai/mcp/servers/hidai25/eval-view/badges/score.svg)](https://glama.ai/mcp/servers/hidai25/eval-view) 🐍 🏠 🍎 🪟…
NPMMIXEDSETUP MEDIUM
Wolfe-Jam/claude-faf-mcp VERIFIED
📇 🏠 - First & only persistent project context MCP. Provides .faf (Foundational AI-context Format) Project DNA with 33+ tools, Podium scoring (0-100%), and fo…
NPMDESTRUCTIVESETUP LOWSCHEMA LOW
jau123/MeiGen-AI-Design-MCP VERIFIED
[![mei-gen-ai-design-mcp MCP server](https://glama.ai/mcp/servers/@jau123/mei-gen-ai-design-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@jau123/mei-gen…
NPMDESTRUCTIVESETUP LOWSCHEMA LOW
smigolsmigol/llmkit FAILED
[![llmkit-mcp-server MCP server](https://glama.ai/mcp/servers/@smigolsmigol/llmkit-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@smigolsmigol/llm…
NPMMIXEDSETUP MEDIUM
eyaltoledano/claude-task-master VERIFIED
📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, P…
NPMDESTRUCTIVESETUP LOWSCHEMA LOW
IndigoProtocol/indigo-mcp VERIFIED
[![indigo-mcp MCP server](https://glama.ai/mcp/servers/IndigoProtocol/indigo-mcp/badges/score.svg)](https://glama.ai/mcp/servers/IndigoProtocol/indigo-mcp) 📇…
NPMMIXEDSETUP LOWSCHEMA LOW
hijaz/postmancer VERIFIED
📇 🏠 - A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
NPMMIXEDSETUP LOWSCHEMA LOW
wn01011/llm-token-tracker VERIFIED
📇 🏠 🍎 🪟 🐧 - Token usage tracker for OpenAI and Claude APIs with MCP support, real-time session tracking, and accurate pricing for 2025 models
NPMMIXEDSETUP LOWSCHEMA LOW
Comet-ML/Opik-MCP VERIFIED
🎖️ 📇 ☁️ 🏠 - Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
NPMREAD-ONLYSETUP LOWSCHEMA LOW
sharozdawa/ai-visibility FAILED
[![ai-visibility MCP server](https://glama.ai/mcp/servers/sharozdawa/ai-visibility/badges/score.svg)](https://glama.ai/mcp/servers/sharozdawa/ai-visibility) 📇…
NPMMIXEDSETUP MEDIUM
shibley/apistatuscheck-mcp-server FAILED
[![apistatuscheck-mcp-server MCP server](https://glama.ai/mcp/servers/shibley/apistatuscheck-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/shibley…
NPMMIXEDSETUP LOW
Pantheon-Security/notebooklm-mcp-secure FAILED
📇 🏠 🍎 🪟 🐧 - Security-hardened NotebookLM MCP with post-quantum encryption (ML-KEM-768), GDPR/SOC2/CSSF compliance, and 14 security layers. Query Google's…
NPMMIXEDSETUP LOW
kehvinbehvin/json-mcp-filter VERIFIED
️🏠 📇 – Stop bloating your LLM context. Query & Extract only what you need from your JSON files.
NPMMIXEDSETUP LOWSCHEMA LOW
strato-space/media-gen-mcp FAILED
📇 ☁️ 🏠 - TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation, editing, and asset downloads.
NPMMIXEDSETUP MEDIUM
keiver/image-tiler-mcp-server VERIFIED
[![image-tiler-mcp-server MCP server](https://glama.ai/mcp/servers/keiver/image-tiler-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/keiver/image-t…
NPMMIXEDSETUP LOWSCHEMA LOW
cerebrixos-org/tuning-engines-cli FAILED
[![cerebrixos-org/tuning-engines-cli MCP server](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli/badges/score.svg)](https://glama.ai/mcp/servers…
NPMMIXEDSETUP LOW
nesquikm/mcp-rubber-duck FAILED
📇 🏠 ☁️ - An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" an…
NPMMIXEDSETUP MEDIUM
SearchAtlas FAILED
[![search-atlas-mcp-server MCP server](https://glama.ai/mcp/servers/search-atlas-group/search-atlas-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/…
NPMMIXEDSETUP MEDIUM
n24q02m/wet-mcp FAILED
[![wet-mcp MCP server](https://glama.ai/mcp/servers/@n24q02m/wet-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@n24q02m/wet-mcp) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Web…
UVXMIXED
reading-plus-ai/mcp-server-deep-research FAILED
📇 ☁️ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
UVXMIXED
avivsinai/langfuse-mcp FAILED
🐍 ☁️ - Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
UVXMIXED
pminervini/deep-research-mcp FAILED
🐍 ☁️ 🏠 - Deep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.
UVXMIXED
selvage-lab/selvage FAILED
🐍 🏠 - LLM-based code review MCP server with AST-powered smart context extraction. Supports Claude, GPT, Gemini, and 20+ models via OpenRouter.
UVXMIXED
grahamrowe82/pt-edge FAILED
[![pt-edge MCP server](https://glama.ai/mcp/servers/grahamrowe82/pt-edge/badges/score.svg)](https://glama.ai/mcp/servers/grahamrowe82/pt-edge) 🐍 ☁️ 🍎 🪟 🐧 -…
UVXMIXED
eyalzh/browser-control-mcp FAILED
📇 🏠 - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
NPMMIXED
wklee610/kafka-mcp FAILED
[![kafka-mcp MCP server](https://glama.ai/mcp/servers/wklee610/kafka-mcp/badges/score.svg)](https://glama.ai/mcp/servers/wklee610/kafka-mcp) 🐍 🏠 ☁️ - MCP ser…
UVXMIXED
nanana-app/mcp-server-nano-banana FAILED
🐍 🏠 🍎 🪟 🐧 - AI image generation using Google Gemini's nano banana model.
NPMMIXED
ikoskela/wisepanel-mcp FAILED
[![ikoskela/wisepanel-mcp MCP server](https://glama.ai/mcp/servers/ikoskela/wisepanel-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ikoskela/wisepanel-mc…
NPMMIXED
roychri/mcp-server-asana FAILED
📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application…
NPMMIXED
pyroprompts/any-chat-completions-mcp FAILED
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
NPMMIXED
mzxrai/mcp-openai FAILED
📇 ☁️ - Chat with OpenAI's smartest models
NPMMIXED
gwbischof/outsource-mcp FAILED
🐍 ☁️ - Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"
UVXMIXED
elhamid/llm-council FAILED
🐍 🏠 - Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: parallel responses → anonymous ranking → synthesis. Based on Andrej Karpath…
UVXMIXED
OpenDataMCP/OpenDataMCP FAILED
🐍 ☁️ - Connect any Open Data to any LLM with Model Context Protocol.
UVXMIXED
adhikasp/mcp-git-ingest FAILED
🐍 🏠 - Read and analyze GitHub repositories with your LLM
UVXMIXED
BeehiveInnovations/pal-mcp-server FAILED
Unite Claude Code / GeminiCLI / CodexCLI with multiple AI models (Gemini, OpenAI, Ollama, and more) working as one.
UVXMIXED
Acacian/aegis FAILED
[![aegis MCP server](https://glama.ai/mcp/servers/Acacian/aegis/badges/score.svg)](https://glama.ai/mcp/servers/Acacian/aegis) 🐍 🏠 🍎 🪟 🐧 - Policy-based go…
UVXMIXED
SonAIengine/graph-tool-call FAILED
[![graph-tool-call MCP server](https://glama.ai/mcp/servers/SonAIengine/graph-tool-call/badges/score.svg)](https://glama.ai/mcp/servers/SonAIengine/graph-tool-…
UVXMIXED
airblackbox/air-blackbox-mcp FAILED
[![air-blackbox-mcp MCP server](https://glama.ai/mcp/servers/@airblackbox/air-blackbox-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@airblackbox/air-bla…
UVXMIXED
splx-ai/agentic-radar FAILED
Connects to a platform for analyzing LLM agent workflows, enabling querying, monitoring, and potentially updating agent configurations. Best suited for agents…
UVXMIXED
assafelovic/gpt-researcher FAILED
Queries and interacts with various LLM providers to conduct in-depth research on data. Enables tasks such as data analysis, summarization, and question answeri…
UVXMIXED
SecretiveShell/MCP-Bridge ERROR
Connects to a set of tools via an OpenAI compatible endpoint, enabling actions like code scanning, image uploading, and file manipulation. Best suited for agen…
UVXMIXED
macrocosm-os/macrocosmos-mcp VERIFIED
🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
UVXMIXEDSETUP LOWSCHEMA LOW
pierrebrunelle/mcp-server-openai VERIFIED
🐍 ☁️ - Query OpenAI models directly from Claude using MCP protocol
UVXMIXEDSETUP MEDIUMSCHEMA LOW
ark-forge/arkforge-mcp VERIFIED
[![ze6ad36390 MCP server](https://glama.ai/mcp/servers/ze6ad36390/badges/score.svg)](https://glama.ai/mcp/servers/ze6ad36390) 🐍 ☁️ 🍎 🪟 🐧 - Third-party cert…
UVXMIXEDSETUP LOWSCHEMA LOW
Rai220/think-mcp VERIFIED
🐍 🏠 - Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering…
UVXMIXEDSETUP LOWSCHEMA LOW
askbudi/roundtable VERIFIED
📇 ☁️ 🏠 🍎 🪟 🐧 - Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and stan…
UVXMIXEDSETUP MEDIUMSCHEMA LOW
religa/multi-mcp VERIFIED
🐍 🍎 🪟 🐧 - Parallel multi-model code review, security analysis, and AI debate with ChatGPT, Claude, and Gemini. Orchestrates multiple LLMs for compare, cons…
UVXMIXEDSETUP LOWSCHEMA LOW
wishfinity/wishfinity-mcp-plusw VERIFIED
📇 ☁️ 🏠 - Universal wishlist for AI shopping experiences. Save any product URL from any store to a wishlist. Works with Claude, ChatGPT, LangChain, n8n, and a…
NPMMIXEDSETUP LOWSCHEMA LOW
tan-yong-sheng/ai-vision-mcp VERIFIED
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detection analysis. Enables UI/UX evaluation, visual regression testing, and inte…
NPMMIXEDSETUP LOWSCHEMA LOW
ttommyth/interactive-mcp VERIFIED
📇 🏠 🍎 🪟 🐧 - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
NPMMIXEDSETUP LOWSCHEMA LOW
PSPDFKit/nutrient-dws-mcp-server VERIFIED
[![nutrient-dws-mcp-server MCP server](https://glama.ai/mcp/servers/@PSPDFKit/nutrient-dws-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/@PSPDFKit…
NPMMIXEDSETUP LOWSCHEMA LOW
olalonde/mcp-human VERIFIED
📇 ☁️ - When your LLM needs human assistance (through AWS Mechanical Turk)
NPMMIXEDSETUP LOWSCHEMA LOW
ConechoAI/openai-websearch-mcp VERIFIED
🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
UVXMIXEDSETUP LOWSCHEMA LOW
andybrandt/mcp-simple-arxiv VERIFIED
🐍 ☁️ MCP for LLM to search and read papers from arXiv
UVXMIXEDSETUP MEDIUMSCHEMA LOW
cameronrye/gopher-mcp VERIFIED
🐍 🏠 - Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and effi…
UVXMIXEDSETUP LOWSCHEMA LOW
ahmetsbilgin/finbrain-mcp VERIFIED
🎖️ 🐍 ☁️ 🏠 - Access institutional-grade alternative financial data directly in your LLM workflows.
UVXMIXEDSETUP MEDIUMSCHEMA LOW
tumf/mcp-text-editor VERIFIED
🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
UVXMIXEDSETUP LOWSCHEMA LOW
tasopen/mcp-alphabanana VERIFIED
[![mcp-alphabanana MCP server](https://glama.ai/mcp/servers/@tasopen/mcp-alphabanana/badges/score.svg)](https://glama.ai/mcp/servers/@tasopen/mcp-alphabanana)…
NPMDESTRUCTIVESETUP LOW
yzfly/Awesome-MCP-ZH PENDING
Connects to a collection of resources and tools related to Microsoft's Machine Learning and AI services. Enables actions such as querying, creating, updating,…
MIXED
wanshuiyin/Auto-claude-code-research-in-sleep PENDING
Connects to the Claude Code API to enable code review, idea discovery, and experiment automation. Allows agents to query, create, update, and monitor code chan…
MIXED
figma-mcp-server PENDING
A comprehensive local MCP server for Figma. Connect Figma with the Gemini CLI, Cursor, and Claude Desktop.
MIXED
@sylphx/mcp-server-sdk PENDING
Pure functional MCP server SDK for Node.js and Bun - type-safe, high performance
MIXED
codex-mcp-server PENDING
MCP server wrapper for OpenAI Codex CLI
MIXED
@azure/mcp PENDING
Azure MCP Server - Model Context Protocol implementation for Azure
MIXED
SPL-BGU/PlanningCopilot PENDING
[![planning-copilot MCP server](https://glama.ai/mcp/servers/SPL-BGU/planning-copilot/badges/score.svg)](https://glama.ai/mcp/servers/SPL-BGU/planning-copilot)…
MIXED
mediar-ai/screenpipe PENDING
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and eve…
MIXED
evalstate/mcp-hfspace PENDING
📇 ☁️ - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/down…
MIXED
spranab/brainstorm-mcp PENDING
[![brainstorm-mcp MCP server](https://glama.ai/mcp/servers/@spranab/brainstorm-mcp/badges/score.svg)](https://glama.ai/mcp/servers/@spranab/brainstorm-mcp) 📇…
MIXED
andybrandt/mcp-simple-openai-assistant PENDING
🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
MIXED
amidabuddha/unichat-mcp-server PENDING
🐍/📇 ☁️ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
MIXED
ybouhjira/claude-code-tts PENDING
🏎️ ☁️ 🍎 🪟 🐧 - MCP server plugin for Claude Code that converts text to speech using OpenAI's TTS API. Features 6 voices, worker pool architecture, mutex-pro…
MIXED
mbailey/voice-mcp PENDING
🐍 🏠 - Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compati…
MIXED
msaad00/agent-bom PENDING
[![agent-bom MCP server](https://glama.ai/mcp/servers/@msaad00/agent-bom/badges/score.svg)](https://glama.ai/mcp/servers/@msaad00/agent-bom) 🐍 🏠 ☁️ 🍎 🪟 🐧…
MIXED
FayAndXan/spectrawl PENDING
[![spectrawl MCP server](https://glama.ai/mcp/servers/FayAndXan/spectrawl/badges/score.svg)](https://glama.ai/mcp/servers/FayAndXan/spectrawl) 📇 🏠 - Unified…
MIXED
format37/youtube_mcp PENDING
🐍 ☁️ – MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube ca…
MIXED
BrowseAI-HQ/BrowserAI-Dev PENDING
[![browse-ai MCP server](https://glama.ai/mcp/servers/BrowseAI-HQ/browse-ai/badges/score.svg)](https://glama.ai/mcp/servers/BrowseAI-HQ/browse-ai) 📇 ☁️ - Evid…
MIXED
log-logn/langfuse-mcp-java PENDING
[![langfuse-mcp-java MCP server](https://glama.ai/mcp/servers/Log-LogN/langfuse-mcp-java/badges/score.svg)](https://glama.ai/mcp/servers/Log-LogN/langfuse-mcp-…
MIXED
epicsagas/alcove PENDING
[![alcove MCP server](https://glama.ai/mcp/servers/epicsagas/alcove/badges/score.svg)](https://glama.ai/mcp/servers/epicsagas/alcove) 🦀 🏠 🍎 🪟 🐧 - MCP serv…
MIXED
CryptoRugMunch/rug-munch-mcp PENDING
[![rug-munch-intelligence MCP server](https://glama.ai/mcp/servers/@CryptoRugMunch/rug-munch-intelligence/badges/score.svg)](https://glama.ai/mcp/servers/@Cryp…
MIXED
microsoft/markitdown PENDING
🎖️ 🐍 🏠 - MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
MIXED
YuChenSSR/multi-ai-advisor PENDING
📇 🏠 - A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single q…
MIXED
langfuse/mcp-server-langfuse PENDING
🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started))…
MIXED
LadislavSopko/mcp-ai-server-visual-studio PENDING
#️⃣ 🏠 🪟 - MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants semantic code navigation, symbol search, inheritance trees, call grap…
MIXED
Govcraft/rust-docs-mcp-server PENDING
🦀 🏠 - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
MIXED
gerkensm/callcenter.js-mcp PENDING
📇 ☁️ - An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.
MIXED
spyrae/claude-concilium PENDING
📇 🏠 🍎 🪟 🐧 - Multi-agent AI consultation framework for Claude Code. Three MCP servers wrapping CLI tools (Codex, Gemini, Qwen) for parallel code review and…
MIXED
agentic-mcp-tools/owlex PENDING
🐍 🏠 🍎 🪟 🐧 - AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds
MIXED
johnneerdael/netskope-mcp PENDING
🔒 ☁️ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and…
MIXED
34892002/bilibili-mcp-js PENDING
📇 🏠 - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
MIXED
SureScaleAI/openai-gpt-image-mcp PENDING
📇 ☁️ - OpenAI GPT image generation/editing MCP server.
MIXED
K-Dense-AI/claude-skills-mcp PENDING
🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use [Claude Agent Skills](https://www.anthropic.com/news/skills) like native.
MIXED
jaspertvdm/mcp-server-openai-bridge PENDING
🐍 ☁️ - Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP.
MIXED
jaspertvdm/mcp-server-ollama-bridge PENDING
🐍 🏠 - Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.
MIXED
jaspertvdm/mcp-server-gemini-bridge PENDING
🐍 ☁️ - Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP.
MIXED