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Category Find a category Search and retrieval (RAG) 1794 Memory and context 311 Docs and knowledge bases 181 Office documents and spreadsheets 173 Model and agent tools 147 Developer tools 142 Databases 127 Files and storage 77 Design and media 76 Coding agent tools 58

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Search and retrieval (RAG)
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Dubstrata io.github.MuzikayiseKhuzwayo/dubstrata

Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research Reports

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local MIT
Ckg io.github.Yarmoluk/ckg-mcp

97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native.

Version check not run yet

Memory and context Official MCP Registry · PyPI Local MIT
Documentation Search io.github.alyiox/mcp-docs-ask

Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers.

Version check not run yet

Docs and knowledge bases Official MCP Registry · PyPI Local MIT
ExpertPack MCP io.github.brianhearn/ep-mcp

Serve ExpertPack knowledge packs over MCP with hybrid search, graph traversal and provenance.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · PyPI Local APACHE-2.0
Hypermnesia io.github.cdeust/hypermnesia-mcp

Persistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

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Memory and context Official MCP Registry · PyPI Local MIT
Jev MCP io.github.freepik-company/jev-mcp

Typed decisions with Jev / System One via OpenRouter or TypeSafe: classify, verify, rerank, decide.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · Go modules Local APACHE-2.0
Qai Consultant io.github.gvasile29/qai-consultant-mcp

Keyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.

Version check not run yet

Developer tools Official MCP Registry · PyPI Local APACHE-2.0
Assurance io.github.i-ops-hq/assurance-mcp

Checks what an agent did NOT read. Coverage over a retrieval step or a folder.

Version check not run yet

Files and storage Official MCP Registry · PyPI Local APACHE-2.0
Elasticsearch io.github.infoinlet-marketplace/mcp-elasticsearch

Read-only Elasticsearch/OpenSearch for AI agents — search, indices, mappings, count, health.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local MIT
Knowledge Rag io.github.infoinlet-marketplace/mcp-knowledge-rag

Permission-aware RAG for agents — ingest docs, hybrid search, cited answers (hosted API).

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local MIT
Qdrant io.github.infoinlet-marketplace/mcp-qdrant

Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local MIT
Deadzone io.github.laradji/deadzone

Local-first MCP server: semantic search over library docs. No cloud, no API key, no telemetry.

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Docs and knowledge bases Official MCP Registry · Go modules Local APACHE-2.0
Minirag io.github.sfrangulov/minirag-mcp

Local-first RAG MCP server: hybrid search over a folder of your own documents

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · PyPI Local MIT-AND-APACHE-2.0
RGX — Snap Router + RyRank + Pricing-Truth io.github.trigeochiral/rgx

Tool selection, Cohere-compatible reranking, and on-chain pricing-truth for agents

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · PyPI Local MIT
Inferra io.github.zaharajabeen13-create/inferra-mcp

Auditable rule-based decisions with RAG explanations: a Rete engine decides, an LLM explains why.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · PyPI Local MIT
Agentbay io.github.thomasjumper/agentbay-mcp

Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.

100% up · 30 days

Memory and context Official MCP Registry Local Remote
AsterMind MCP io.github.AsterMindAI/astermind-mcp

On-device reranking that cuts RAG context tokens ~67% while keeping a relevant passage.

Version check not run yet

Search and retrieval (RAG) Official MCP Registry · npm Local 19 a week MIT
dompruner-mcp io.github.dong7812/dompruner-mcp

Strips layout noise via DOM AST; with a query, BM25 filters to relevant sections. No model or API.

100% up · 30 days

Developer tools Official MCP Registry · npm Local Remote 19 a week MIT
Rippr io.github.mrslbt/rippr-mcp

Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows.

Version check not run yet

DevOps and infrastructure Official MCP Registry · npm Local 19 a week MIT
@jkudish/jev-mcp io.github.jkudish/jev-mcp

MCP server exposing TypeSafe Jev as purpose-built judgment tools: verify claims, screen for injection, find, rerank, classify, decide, compare passages, extract fields, review patches, and gate comple

Version check not run yet

Search and retrieval (RAG) npm Local 2k a week MIT

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