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Category Find a category Search and retrieval (RAG) 1546 Memory and context 288 Docs and knowledge bases 160 Office documents and spreadsheets 144 Developer tools 133 Model and agent tools 122 Databases 107 Files and storage 69 Coding agent tools 55 Design and media 52

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Cortex io.github.DanielBlomma/cortex

Local repo context for coding assistants with semantic search and graph relationships.

Version check not run yet

Coding agent tools Official MCP Registry · npm Local 94 a week MIT
MantisBT MCP Server io.github.dpesch/mantisbt-mcp-server

MantisBT MCP server – manage issues, notes, files, tags, and relationships. With semantic search.

Version check not run yet

Docs and knowledge bases Official MCP Registry · npm Local 85 a week MIT
Atomicreps io.github.atomicreps/atomicreps

Retrieval practice in your coding agent: one short question about what you just built.

100% up · 30 days

Search and retrieval (RAG) Official MCP Registry · npm Local Remote 83 a week MIT
Calibre io.github.caelum29/calibre-mcp

Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.

Version check not run yet

Design and media Official MCP Registry · npm Local 81 a week MIT
MCP AutoMem io.github.verygoodplugins/mcp-automem

Graph-vector memory for AI assistants using FalkorDB and Qdrant

Address set by you

Search and retrieval (RAG) Official MCP Registry · npm Local Remote 80 a week MIT
IT Glue io.github.mspstack/mcp-itglue

IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK

Version check not run yet

Office documents and spreadsheets Official MCP Registry · npm Local 79 a week MIT
Cyanheads io.github.cyanheads/cyanheads-mcp-server

Fleet discovery for the cyanheads MCP ecosystem — semantic search + install snippets.

100% up · 30 days

Search and retrieval (RAG) Official MCP Registry · npm Local Remote 75 a week APACHE-2.0
Iranti io.github.nfemmanuel/iranti

Persistent, shared memory for AI agents — facts, checkpoints, semantic search.

Version check not run yet

Memory and context Official MCP Registry · npm Local 113 a week AGPL-3.0-OR-LATER
Compendio io.github.RuloGB/compendio-mcp

Indexes your project's markdown docs and serves them to any agent via local hybrid search.

Version check not run yet

Docs and knowledge bases Official MCP Registry · npm Local 73 a week MIT
webEmbedding io.github.jongko54/web-embedding

Source-first URL clone, capture, rebuild, and fidelity verification tools.

100% up · 30 days

Search and retrieval (RAG) Official MCP Registry · npm Local Remote 72 a week MIT
DocsMint io.github.HiAi-gg/docsmint

Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.

100% up · 30 days

Search and retrieval (RAG) Official MCP Registry · npm Local Remote 70 a week APACHE-2.0
Infino io.github.infino-ai/mcp-server

Keyword, semantic, hybrid, and SQL retrieval for AI agents, local or on Infino Cloud.

Version check not run yet

Databases Official MCP Registry · npm Local 67 a week APACHE-2.0
Vectros io.github.vectros-ai/mcp-server

Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

Version check not run yet

Memory and context Official MCP Registry · npm Local 66 a week APACHE-2.0
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
Outline MCP Server io.github.Vortiago/mcp-outline

Connect AI assistants to Outline for document search, reading, and management

Version check not run yet

Office documents and spreadsheets Official MCP Registry · PyPI Local
TypesenseKit io.github.akshitkrnagpal/typesensekit

95 typed Typesense operations for AI agents through an MCP server that is read-only by default.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry Local
Ethora Cli io.github.dappros/ethora-mcp-cli

MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.

Version check not run yet

Communication and chat Official MCP Registry Local
Astra DB io.github.erichare/astra-mcp

Astra DB tools for agents: schema, find, vector search, guarded writes, and interactive views.

100% up · 30 days

Search and retrieval (RAG) Official MCP Registry Local Remote
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
Lynx io.github.lorenzo-cambiaghi/lynx

LynxMCP: 100% local MCP server for the code questions grep can't answer: call graph, hybrid search

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · PyPI Local

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