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Category Find a category Memory and context 718 Docs and knowledge bases 55 Science and research 38 Project management 35 Model and agent tools 30 Office documents and spreadsheets 29 Communication and chat 29 Finance and payments 26 Files and storage 26 Search and retrieval (RAG) 26

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Runs Any On your machine 85 Remote endpoint 718

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Works in Claude Code 694 Claude Desktop 604 Cursor 694 VS Code 694 Devin Desktop 694 Zed 668 Cline 694 Continue 604 Goose 668 LM Studio 694 Gemini CLI 694 Codex 668 mcp-client-cli 3 oterm 694 TUUI 3 BoltAI 3 Agenvoy 668 Amp 694 AnythingLLM 694 Augment Code 604 Bob Shell 668 ECA 694 Kiro 668 Kiro CLI 668

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Listed in Official MCP Registry 701 npm 71 PyPI 12 Docker 0 Hugging Face Spaces 14

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Package npm 67 PyPI 21 Docker (OCI) 21 NuGet 0 Cargo 0 MCP bundle 3

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Tools Lists its tools 14

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Licence Any States a licence 83 No licence stated 635

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Copilot Memory MCP io.github.LabForgeDev/copilot-memory-mcp

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

Version check not run yet

Memory and context Official MCP Registry Remote
Stompy – AI Memory for Claude & MCP Agents ai.stompy/stompy

Persistent AI memory with semantic search, conflict detection, and ticketing.

100% up · 30 days

Memory and context Official MCP Registry Remote
Copass Remote com.olane/copass-remote

Knowledge graph ingestion, entity search, ontology analysis, and CoPass scoring.

0% up · 30 days

Memory and context Official MCP Registry Remote
Cosync Remote com.olane/cosync-remote

Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.

0% up · 30 days

Memory and context Official MCP Registry Remote
OpenFDA Safety Data io.github.Taru0208/openfda-mcp-server

Search FDA safety data: drug adverse events, recalls, and device events.

100% up · 30 days

Science and research Official MCP Registry Remote
Fixflow io.github.MagneticDogSon/fixflow

Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.

100% up · 30 days

Memory and context Official MCP Registry Remote
Epitome io.github.gunning4it/epitome-mcp

Personal AI memory — gives every AI agent shared, persistent memory of you

0% up · 30 days

Memory and context Official MCP Registry Remote
Aiqbee Brain com.aiqbee/brain

AI knowledge graph for architecture, portfolio, and digital strategy management.

100% up · 30 days

Memory and context Official MCP Registry Remote
Konstruct io.github.alright-alright/konstruct

Knowledge graph for AI agents. Query concepts, walk edges, get advisories.

100% up · 30 days

Memory and context Official MCP Registry Remote
Persis io.github.alright-alright/persis

Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive behavior.

0% up · 30 days

Memory and context Official MCP Registry Remote
Penfield Memory io.github.penfieldlabs/penfield-mcp

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

100% up · 30 days

Memory and context Official MCP Registry Remote
fss-policy-kg co.huggingface.brockwebb/fss-policy-kg

Explore the federal statistical policy knowledge graph

100% up · 30 days

Office documents and spreadsheets Hugging Face Spaces Remote 10 tools MIT
Creo in.creo-memories/mcp-server

Memory system for AI agents with semantic search. Store and recall memories with ease.

100% up · 30 days

Memory and context Official MCP Registry Remote
ContextForge co.huggingface.kkishor191/contextforge

Shared project memory for Claude and Codex agents.

99.55% up · 30 days

Databases Hugging Face Spaces Remote 10 tools APACHE-2.0
AURA ULF Brain Segmentation co.huggingface.hugging-apps/aura-ulf-brain-seg

Segment 11 brain structures in ultra-low-field MRI

100% up · 30 days

Memory and context Hugging Face Spaces Remote 2 tools APACHE-2.0
DeltaStreamer co.huggingface.hugging-apps/deltastreamer

Agentic streaming video QA with memory and replay

100% up · 30 days

Design and media Hugging Face Spaces Remote 1 tool CC-BY-NC-4.0
PPMem: Persistent Planar Memory for Video World Models co.huggingface.hugging-apps/ppmem

Camera-posed video world model with planar memory

93.77% up · 30 days

Design and media Hugging Face Spaces Remote 1 tool APACHE-2.0
Wordlift io.wordlift/mcp-server

Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content optimization.

100% up · 30 days

Developer tools Official MCP Registry Remote
Healthcare Brain Vitals NER co.huggingface.genzeonplatform/healthcare-brain-vitals-ner

Extract vital sign entities from text

59.26% up · 30 days

Science and research Hugging Face Spaces Remote 1 tool
Healthcare Brain Procedure Surgery NER co.huggingface.genzeonplatform/healthcare-brain-procedure-surgery-ner

Extract procedure & surgery entities from text

100% up · 30 days

Science and research Hugging Face Spaces Remote 1 tool

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