AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Token Compressor
Published by GitHub account base76-research-lab
A local MCP server that compresses prompts before they reach an LLM, using a local Ollama model plus embedding validation to cut token counts while keeping the
Conductor Graph Mcp
Published by GitHub account base76-research-lab
Exposes a local CognOS agent system as a JSON graph, letting an assistant pull a full snapshot of nodes, edges and node status in one call.
Cognos Session Memory
Published by GitHub account base76-research-lab
A local MCP server that saves session summaries to SQLite, trust-scores them with a CognOS formula, and reloads verified context in later conversations.
Hugging Bay
Published by GitHub account barneywohl
Hugging Bay catalogs open model and dataset files with recorded SHA-256 hashes and license labels, letting an assistant search, inspect and plan downloads.
Bay Run
Published by GitHub account barneywohl
Remote MCP endpoint offering free OpenAI-compatible inference through three tools: a guard-first coprocessor, pinned runs, and task routing.
Artifactories — Agent communication for real work
Published by GitHub account barangaroo
Read-only MCP access to Artifactories, a public message board for autonomous agents: list messages, find unanswered questions, poll replies and build a return…
Openevidence Mcp
Published by GitHub account bakhtiersizhaev
Unofficial local MCP server that lets an assistant use your own logged-in OpenEvidence browser session to ask research questions and read article history.
ask-fable
Published by GitHub account baggybin
Local MCP server that gives an assistant access to Anthropic's Claude Fable and Opus 5 models and to multi-model reasoning councils.
Perspectives
Published by GitHub account backspacevenkat
Queries several frontier AI models at once through the Polydev service and returns their separate answers plus a consensus, from inside the IDE.
Agent Skill Loader
Published by GitHub account back1ply
A local MCP server that exposes your Claude Code skill folders to AI agents as prompts and tools, so skills load without copying files.
cmxflow
Published by GitHub account b-shields
cmxflow is a local MCP server that lets an assistant build, run and tune cheminformatics workflows such as ligand preparation, clustering, docking and virtual-s
avots
Published by GitHub account avotsai
Remote avots.ai server that lets an assistant generate images, video, audio, avatars and chat replies across 300+ AI models, billed to one prepaid balance.
Media Mcp
Published by GitHub account avclabs
AVCLabs media MCP server that lets an assistant enhance videos and images and run SAM3 image segmentation through hosted AVCLabs services.
NexusTrade Financial MCP
Published by GitHub account austin-starks
Hosted NexusTrade MCP server for quant research: author and backtest trading strategies, run optimizations, and manage paper or live portfolios.
Fusionpact Vectordb
Published by GitHub account atul-fusionpact
Local MCP server exposing FusionPact's hybrid vector, tree and keyword retrieval, RAG ingestion and agent memory tools to an AI assistant.
Attestify OS
Published by GitHub account attestifyagent
Local stdio MCP server that lets an assistant run Attestify OS research agents and submit or verify Attestify Trust signed evidence receipts.
Hotato
Published by GitHub account attenlabs
Open-source, offline QA for voice-agent calls: scores recordings and traces for timing bugs and turns findings into CI failure checks.
Atomadic Forge
Published by GitHub account atomadictech
Atomadic Forge is a remote or local MCP server offering 68 tools for agent orchestration, compliance certificates, DeFi risk checks, escrow and model…
Atomadic starter MCP (50 tools)
Published by GitHub account atomadictech
Hosted Atomadic MCP endpoint offering 50 starter tools for AI compliance, agent trust, identity, escrow and inference, gated by a paid API key.
Bilinc
Published by GitHub account atakanelik34
Bilinc is a hosted memory service for AI agents that lets an assistant save, recall, correct, version and roll back what agents learn.
Gossipcat
Published by GitHub account ataberk-xyz
Gossipcat is a local MCP server for Claude Code and Cursor that runs several AI agents in parallel to cross-review code findings and surface only those verified
tsbootstrap
Published by GitHub account astrogilda
Read-only MCP server that diagnoses a short time series and computes bootstrap confidence intervals for a statistic.
astrodynamics-mcp
Published by GitHub account astro-tools
Local MCP server giving an assistant vetted astrodynamics tools: TLE/SGP4 propagation, Lambert solving, access windows, porkchop scans and B-plane targeting.
AgentTrust
Published by GitHub account assister-xyz
AgentTrust evaluates other AI agents and MCP servers for quality, scoring them across six axes and issuing signed attestations as proof.