MCP Catalog

Agent Guardrail MCP ServerOfficial

Action-level governance for AI agents -- control what they DO, not what they SAY

Report Needs MCP ServerOfficial

MCP server for AI agents to report infrastructure needs they encounter during task execution

LetheOfficial

Context GC for LLM agents: offload large tool outputs and recall them to save tokens.

Cli Bridge MCPOfficial

Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, no API keys.

Fusion MCPOfficial

Local Fusion MCP: panel->judge->synthesis on the Claude CLI subscription, no OpenRouter.

Labmate MCPOfficial

81 chemistry tools — literature, calculations, retrosynthesis

Argus RetrievalOfficial

Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.

Motor Current Signature AnalysisOfficial

MCP server for Motor Current Signature Analysis — fault detection in electric motors

Copilot Memory MCPOfficial

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

Marm MCP ServerOfficial

Universal MCP Server with advanced AI memory capabilities and semantic search.

Quelllm MCPOfficial

MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM and cost estimates

OpenClaw ConsensusOfficial

9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations.

fish-bridge — Session Knowledge GraphOfficial

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

SmartMemoryOfficial

Neuro-symbolic memory for LLMs (POC)

cxg-census-mcpOfficial

MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community, unaffiliated.

PraisonAIOfficial

AI Agents Framework with Self Reflection and MCP support

Ollama HandoffOfficial

Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

MidOS - MCP Community LibraryOfficial

Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP

MidOS - MCP Community LibraryOfficial

Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.

Mhlabs MCP ToolsOfficial

An MCP server that provides text preprocessing, NLP components, and document analysis

SentorOfficial

Score sentiment toward specific entities in text. Cluster documents and name topics.

NativOfficial

AI-powered localization — translate, manage translation memory, and access style guides.

Saferagenticai MCPOfficial

Read-only tools over the Safer Agentic AI framework: 238 patterns + 14 heuristics.

Neo — AI/ML EngineeringOfficial

AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.