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Category Find a category Search and retrieval (RAG) 1576 Memory and context 289 Docs and knowledge bases 161 Office documents and spreadsheets 150 Developer tools 134 Model and agent tools 123 Databases 109 Files and storage 70 Coding agent tools 56 Design and media 53

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Git and code hosting 46 Web search and scraping 39 Science and research 37 Communication and chat 30 DevOps and infrastructure 28 Finance and payments 25 Utilities 20 Security 20 Marketing and SEO 18 Monitoring and observability 17 Data warehouses and analytics 15 Project management 14 Maps and location 14 Operating system and shell 14 Browser automation 13 Legal and compliance 13 Cloud platforms 11 E-commerce 7 Calendar and scheduling 6 Government and public records 6 CRM and sales 5 MCP development 5 Email 4 Jobs and HR 3 Religion and spirituality 3 Smart home and hardware 2 Games and game engines 1 Education 1 Food and drink 1

Runs Any On your machine 1576 Remote endpoint 40

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Works in Claude Code 1452 Claude Desktop 1445 Cursor 1452 VS Code 1452 Devin Desktop 1452 Zed 1451 Cline 1452 Continue 1445 Goose 1451 LM Studio 1452 Gemini CLI 1452 Codex 1451 mcp-client-cli 1415 oterm 1452 TUUI 1415 BoltAI 1415 Agenvoy 1451 Amp 1452 AnythingLLM 1452 Augment Code 1445 Bob Shell 1451 ECA 1452 Kiro 1451 Kiro CLI 1451

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Listed in Official MCP Registry 340 npm 907 PyPI 418 Docker 21 Hugging Face Spaces 0

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Search and retrieval (RAG)
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vecscope io.github.076923/vecscope

Deterministic evidence about embedding spaces and vector indexes: hubness, collapse, ANN recall

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Search and retrieval (RAG) Official MCP Registry Local
Chatvault io.github.CloudCorpRecords/chatvault

Search and read your local AI chat-history corpus: full-text search, transcripts, inventory.

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Communication and chat Official MCP Registry Local
Cloudkb io.github.CloudCorpRecords/cloudkb

Bedrock knowledge bases, data sources and retrieval as MCP tools.

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Docs and knowledge bases Official MCP Registry Local
Embedbase io.github.CloudCorpRecords/embedbase

Vector collections and document search backed by a Chroma HTTP service.

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Search and retrieval (RAG) Official MCP Registry Local
Indexsearch io.github.CloudCorpRecords/indexsearch

Elasticsearch tools: indices, mappings, query DSL search, ES|QL, and shards.

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Search and retrieval (RAG) Official MCP Registry Local
Scicompute io.github.CloudCorpRecords/scicompute

Scientific computation: named tensors, matrix algebra and vector operations, fully local.

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Communication and chat Official MCP Registry Local
Technews Port io.github.CloudCorpRecords/technews-port

Hacker News top, new, and best stories, items, users, and full-text search.

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Web search and scraping Official MCP Registry Local
Vectorsearch io.github.CloudCorpRecords/vectorsearch

Store and retrieve text in a Qdrant vector database by similarity search.

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Search and retrieval (RAG) Official MCP Registry Local
Vault Index io.github.GitGudatCodeing/vault-index

Local hybrid keyword + vector search (SQLite FTS5 + sqlite-vec) over markdown vaults and code.

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Databases Official MCP Registry Local
File Processor io.github.Opafex/mcp-file-processor

Text extraction, keyword extraction, language detection, and chunking for RAG

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Utilities Official MCP Registry Local
ContextSmith io.github.RahulSankhla312/contextsmith

Give your coding agent the right code: graph + hybrid search, packed into a token budget. Local.

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Search and retrieval (RAG) Official MCP Registry Local
Bedrock Multi-Model io.github.Sagargupta16/bedrock-multi-model-mcp

Ask, compare and judge 33 Bedrock text models, generate and edit images, plus video and embeddings.

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Design and media Official MCP Registry Local
Lancelot io.github.ayers-software-repair/lancelot

An MCP server for search and retrieval over a local LanceDB database

100% up · 30 days

Search and retrieval (RAG) Official MCP Registry Local Remote
Evalsmith io.github.diegoperezg7/evalsmith-mcp

Evaluate RAG retrieval, agent tool calls and prompt regressions with deterministic metrics.

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Search and retrieval (RAG) Official MCP Registry Local
MarkIndex io.github.jackjin1997/markindex

Vectorless, structure-first search over large Markdown libraries: section trees + zh/en BM25

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Office documents and spreadsheets Official MCP Registry Local
Repofind io.github.CloudCorpRecords/repofind

Local codebase search for agents: hybrid keyword/semantic search, locate, expand, related code.

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Developer tools Official MCP Registry Local
RAG for your documents io.github.DevilsDev/rag-mcp-server

Search a folder of documents and check answers against them. Offline: no API key or database.

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Office documents and spreadsheets Official MCP Registry Local
ragnarok io.github.freyr/ragnarok

Local RAG search over Obsidian vaults: SQLite hybrid search with local Ollama embeddings.

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Search and retrieval (RAG) Official MCP Registry Local
@totalreclaw/mcp-server io.github.p-diogo/totalreclaw-mcp

End-to-end encrypted memory for AI agents — portable, yours forever. MCP server with XChaCha20-Poly1305 E2EE, semantic search, import/export, and on-chain storage

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Files and storage npm Local 21 a week MIT
@tr4n2uil/codebase-mcp io.github.tr4n2uil/codebase_mcp

Cursor for Claude Code: Local semantic search over a repository with MCP

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Developer tools npm Local 21 a week APACHE-2.0

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