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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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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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Package npm 947 PyPI 485 Docker (OCI) 41 NuGet 10 Cargo 65 MCP bundle 30

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Licence Any States a licence 1142 No licence stated 434

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@kelabome/skillbase io.github.kelabome/skillbase

Find agent skills by meaning, not keywords: local semantic search over shared git skill repos for Claude Code, Codex and OpenCode. An MCP server that keeps any number of skills out of your agent's con

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Git and code hosting npm Local 28 a week MIT
better-qdrant-mcp-server io.github.wrediam/better-qdrant-mcp-server-5rpvp2

MCP server for enhanced Qdrant vector database functionality

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Search and retrieval (RAG) npm Local 28 a week MIT
justbetter-mcp io.github.igiamronit/justbetter-mcp

An MCP gateway with dynamic, retrieval-based tool injection.

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Search and retrieval (RAG) npm Local 28 a week MIT
mnemex io.github.madappgang/mnemex

Seven-layer code memory — benchmarked. AST-aware chunking, symbol graph with PageRank, semantic + BM25 retrieval. Personal, team-shared, offline-first, any embedding or LLM provider. MCP server + CLI.

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Search and retrieval (RAG) npm Local 28 a week MIT
@199-bio/engram io.github.199-biotechnologies/engram

Give Claude a perfect memory. Local-first MCP server with hybrid search.

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Memory and context npm Local 56 a week MIT
agent-memory-store io.github.vbfs/agent-memory-store-bf7rwj

Shared, persistent memory for teams of AI agents over MCP. Hybrid search (SQLite FTS5 + local multilingual embeddings), safe for many agent processes, zero external services.

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Memory and context npm Local 27 a week MIT
budget-aware-mcp io.github.doorman11991/budget-aware-mcp

Model-agnostic code memory MCP server. Budget-aware graph retrieval for AI agents — sub-millisecond queries, token budgeting, no embeddings, no API keys. Built on CodeGraphContext for 155-language tre

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Search and retrieval (RAG) npm Local 25 a week MIT
toolscope-ts io.github.0xjord4n/toolscope-ts

Semantic tool retrieval for TypeScript agents, powered by Bun

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Search and retrieval (RAG) npm Local 25 a week APACHE-2.0
@sapmcp/sap-search-mcp io.github.saurabh-chothe/sap-search-mcp

SAP Test Case Search MCP Server - Search and retrieve SAP test cases from Azure AI Search vector database

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Search and retrieval (RAG) npm Local MIT
Embgrep io.github.ArkNill/embgrep

Local semantic search — embedding-powered grep for files, zero external services.

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Search and retrieval (RAG) Official MCP Registry Local
@hyperlynq/synaptic io.github.hyperlynq/synaptic

Persistent local memory for Claude Code — cross-session context recall, semantic search, zero cloud

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Memory and context npm Local 23 a week SEE-LICENSE-IN
getlore io.github.hyunjae-labs/lore-06psce

Semantic search MCP server for Claude Code conversation sessions

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Search and retrieval (RAG) npm Local 23 a week MIT
midbrain-memory-mcp io.github.midbrainai/midbrain-memory-mcp

Persistent experience for coding agents: episodic capture and semantic search

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Coding agent tools npm Local 23 a week MIT
@copilotkit/pathfinder io.github.copilotkit/pathfinder

The knowledge server for AI agents — index docs, code, Notion, Slack, and Discord into searchable, agent-accessible knowledge via MCP. Supports OpenAI, Ollama, and local transformers.js embeddings.

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Docs and knowledge bases npm Local 22 a week ELASTIC-2.0
@erichare/astra-mcp io.github.jestatsio/astra-db-plugin-server

Unofficial JEStats integration for Astra DB: live database tools, interactive views, guarded writes, vector and hybrid search, data-modeling skills, and Data API examples in five languages.

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Search and retrieval (RAG) npm Local 22 a week APACHE-2.0
@headwood/rag-hub-mcp io.github.openhoat/rag-hub-mcp

RAG Hub MCP — knowledge bases by folder, exposed via MCP + REST. Uses Ollama/Bifrost/OpenAI-compatible embeddings + SQLite/FTS5.

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Search and retrieval (RAG) npm Local 22 a week MIT
codebaxing io.github.duysolo/codebaxing-5wq035

MCP server for semantic code search. Index your codebase and search using natural language.

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Developer tools npm Local 56 a week MIT
encode-ui io.github.reuvenaor/encode-ui

Component lookup over the encode-ui shadcn registry, as an MCP server. Zero setup; local embeddings, no API keys.

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Utilities npm Local 22 a week MIT
@d365portal/d365fo-context-mcp io.github.staroffire28/eddy-context-mcp

MCP Server for D365FO Context - Dynamics 365 Finance & Operations semantic search with 60+ specialized tools

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Search and retrieval (RAG) npm Local MIT
dowse io.github.ltspace/dowse

Fast local full-text search for Windows files (tantivy + jieba), exposed to AI agents over MCP.

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Files and storage Official MCP Registry · crates.io Local

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