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Category Find a category Memory and context 4019 Coding agent tools 385 Search and retrieval (RAG) 312 Model and agent tools 305 Developer tools 234 Docs and knowledge bases 200 Databases 169 Files and storage 164 Project management 145 Office documents and spreadsheets 144

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Git and code hosting 129 Finance and payments 112 Communication and chat 102 Science and research 73 Utilities 62 Operating system and shell 53 DevOps and infrastructure 51 Security 47 Monitoring and observability 46 Design and media 45 Maps and location 40 Calendar and scheduling 40 Smart home and hardware 32 Web search and scraping 29 Data warehouses and analytics 28 Marketing and SEO 27 Browser automation 23 Email 23 Legal and compliance 15 E-commerce 13 Education 10 Food and drink 10 Government and public records 8 Cloud platforms 8 Jobs and HR 8 CRM and sales 7 MCP development 6 Religion and spirituality 6 Games and game engines 5 Health and fitness 4 Workflow automation 4 Sports 1

Runs Any On your machine 3359 Remote endpoint 710

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Works in Claude Code 3723 Claude Desktop 3633 Cursor 3723 VS Code 3723 Devin Desktop 3723 Zed 3697 Cline 3723 Continue 3633 Goose 3697 LM Studio 3723 Gemini CLI 3723 Codex 3697 mcp-client-cli 3040 oterm 3723 TUUI 3040 BoltAI 3040 Agenvoy 3697 Amp 3723 AnythingLLM 3723 Augment Code 3633 Bob Shell 3697 ECA 3723 Kiro 3697 Kiro CLI 3697

Servers we write a config for that runs in that client.

Listed in Official MCP Registry 1470 npm 2385 PyPI 461 Docker 7 Hugging Face Spaces 14

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Package npm 2442 PyPI 659 Docker (OCI) 72 NuGet 9 Cargo 142 MCP bundle 67

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Status Any Started in our check 223 Needs credentials to verify 8 Sign-in required (OAuth) 354 Failed to start 79 Not checked yet 35 Package check pending 3302 Not run in our sandbox 0 Address set by you 18

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Licence Any States a licence 2622 No licence stated 1397

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Updated Any time Last 7 days Last 30 days Last 90 days Last year

Memory and context
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ellmos Homebase io.github.ellmos-ai/ellmos-homebase-mcp

Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 62 a week MIT
Finch io.github.finchagentic/mcp

Agentic AI runtime: persistent memory, vault, autonomous agents, deep research, DeFi execution.

0% up · 30 days

Memory and context Official MCP Registry · npm Local Remote 62 a week MIT
brain-mcp io.github.debashishthakur/brain-mcp

Your Obsidian vault as private, searchable memory for Claude, Cursor, Hermes and any MCP client

Version check not run yet

Memory and context Official MCP Registry · npm Local 60 a week MIT
Neural Memory io.github.nhadaututtheky/neural-memory

Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

Version check not run yet

Memory and context Official MCP Registry · npm Local 16 a week MIT
Cozo Memory io.github.tobs-code/cozo-memory

Local-first memory system for AI agents with hybrid search and graph reasoning

Version check not run yet

Memory and context Official MCP Registry · npm Local 59 a week APACHE-2.0
Fodda Knowledge Graphs ai.fodda/mcp-server

Expert-curated knowledge, brand, research & earnings intelligence — 56 tools, 220+ graphs.

100% up · 30 days

Memory and context Official MCP Registry · npm Remote 58 a week SEE-LICENSE-IN
AiNecto com.ainecto/mcp

Shared project memory for people and AI agents: documents, ERD, diagrams, boards, design mockups.

100% up · 30 days

Office documents and spreadsheets Official MCP Registry · npm Local Remote
DollhouseMCP io.github.DollhouseMCP/mcp-server

OSS to create Personas, Skills, Templates, Agents, and Memories to customize your AI experience.

Version check not run yet

Memory and context Official MCP Registry Local
N3MemoryCore Lite (Working Memory) io.github.NeuralNexusNote/n3mc-workingmemory

Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.

Version check not run yet

Memory and context Official MCP Registry · PyPI Local
mneme io.github.TheGoatPsy/mneme

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

Version check not run yet

Office documents and spreadsheets Official MCP Registry Local
knowmind io.github.WhoSoEverM8/knowmind

Knowledge graph & long-term memory for AI agents: recall, relations, store, stats, health.

Version check not run yet

Memory and context Official MCP Registry Local
Booboo io.github.jessedu29260-netizen/booboo

Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.

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Memory and context Official MCP Registry Local
Reverie io.github.knowall-ai/reverie

Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search

Version check not run yet

Memory and context Official MCP Registry Local
Understand Quickly io.github.looptech-ai/understand-quickly

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

Version check not run yet

Memory and context Official MCP Registry · npm Local
Mneme Memory io.github.modusensus/mneme-memory

Cross-session memory for AI coding agents via six tools; local-first SQLite store.

Version check not run yet

Memory and context Official MCP Registry · npm Local 58 a week MIT
Fodda Knowledge Graphs io.github.piers-fawkes/fodda

Expert-curated knowledge graphs for AI agents — retail, beauty, sports, plus institutional data

Version check not run yet

Memory and context Official MCP Registry Local
Rigour io.github.rigour-labs/rigour

Lets coding agents review their change, find an existing helper, and recall the team's lessons.

Version check not run yet

Coding agent tools Official MCP Registry Local
Vibo Memory io.github.vnbochkarev-netizen/vibo-memory

Memory for AI agents: persistent L1/L2/L3, web-search savings, thread memory.

Version check not run yet

Memory and context Official MCP Registry Local
aiwg io.github.jmagly/aiwg

Reusable project context and specialist workflows for the AI tools you already use. AIWG places agents, skills, commands, and rules in provider-readable locations, with optional utilities for artifact

Version check not run yet

Maps and location npm Local 5.8k a week MIT
Engram io.github.HBarefoot/engram

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

Version check not run yet

Memory and context Official MCP Registry · npm Local 56 a week MIT

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