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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/data

Data & Search

Retrieval, search, scraping and data access.

6.3k records2515 liveRefine in search →
Web SearchWeb ScrapingDatabasesVector SearchAPI AccessNews & FeedsWeather
ragnet-mcpMCP serverMCP
Unknown

Documentation RAG pipeline with a Textual dashboard and MCP server

Vector Search~100%E-commerce Operations~79%Prompt Management~79%CI/CD & Deploy~76%Version Control~75%
pypi:ragnet-mcp · local packagepublished 8 mo ago
rag-mcp-server-lizhibingMCP serverMCP
by Your Name
Unknown

RAG MCP Server for document search and retrieval

Vector Search
pypi:rag-mcp-server-lizhibing · local packagepublished 13 mo ago
rag-mcp-serverMCP serverMCP
Unknown

MCP server for RAG (Retrieval-Augmented Generation) operations with local document indexing

Vector Search
pypi:rag-mcp-server · local packagepublished 15 mo ago
rag-mcpMCP serverMCP
Unknown

This is a local rag-mcp solution with chromadb using langchain and docling

Vector Search~100%Model Access~91%Devices & IoT~80%Databases~79%Spreadsheets~72%
pypi:rag-mcp · local packagepublished 17 mo ago
rag-knowledge-mcpMCP serverMCP
by CSOAI-ORG
Unknown

Rag Knowledge MCP Server by MEOK AI Labs

Vector Search
pypi:rag-knowledge-mcp · local packagepublished 3 mo ago
rag-knowledge-graph-mcpMCP serverMCP
by CSOAI-ORG
Unknown

Rag Knowledge Graph MCP Server by MEOK AI Labs

Vector Search~100%Knowledge Graphs~100%
pypi:rag-knowledge-graph-mcp · local packagepublished 3 mo ago
ragify-mcpMCP serverMCP
Unknown

MCP Server for RAG documentation search with Qdrant and Ollama

Vector SearchDatabases~68%
pypi:ragify-mcp · local packagepublished 10 mo ago
ragify-docs-mcpMCP serverMCP
Unknown

Recursively scrapes websites and builds a localized memory context to return specific reference text chunks.

Web Scraping~100%Documentation Lookup~100%Terminal & Shell~78%Team Chat~77%CI/CD & Deploy~76%
pypi:ragify-docs-mcp · local packagepublished 1 mo ago
ragebot-mcpMCP serverMCP
Unknown

Intelligent CLI-based Project Context Engine with MCP server support

Vector SearchTerminal & Shell~78%
pypi:ragebot-mcp · local packagepublished 4 mo ago
rag-agent-mcpMCP serverMCP
Unknown

RAG Agent - MCP Server for LightRAG

Vector Search~100%Knowledge Graphs~84%Terminal & Shell~83%Databases~81%
pypi:rag-agent-mcp · local packagepublished 9 mo ago
radia-mcpMCP serverMCP
by Kengo Sugahara
Unknown

MCP servers for the Radia CAE ecosystem -- Cubit / build123d / gmsh / NGSolve / PEEC / IH + 30+ specialized knowledge subpackages (panel-review, CLN MOR, COMSOL multilingual RAG, electromagnet, magnetic-materials, motor, accelerator, NMR/MRI, NDT, metamaterial, WPT, TEAM benchmark, etc.). See READ…

Evaluation & Benchmarks~83%3D & Design~75%Vector Search~75%
pypi:radia-mcp · local packagepublished 5 d ago
rabbitmq-mcp-serverMCP serverMCP
Unknown

MCP server for RabbitMQ with semantic discovery (search-ids, get-id, call-id)

Vector Search~100%Terminal & Shell~83%
pypi:rabbitmq-mcp-server · local packagepublished 7 mo ago
rabbitmq-mcpMCP serverMCP
Unknown

RabbitMQ MCP server

Vector Search~89%
pypi:rabbitmq-mcp · local packagepublished 8 mo ago
r2r-mcpMCP serverMCP
by Igor Solomatov
Unknown

Model Context Protocol server for R2R retrieval system

Vector Search
pypi:r2r-mcp · local packagepublished 10 mo ago
q-workspace-mcp-serverMCP serverMCP
Unknown

Conversation workspace management MCP server for Amazon Q CLI with SQLite + FTS5 storage and real-time sync

DatabasesE-commerce Operations~100%
pypi:q-workspace-mcp-server · local packagepublished 14 mo ago
mcp-grafanaMCP serverMCP
by dockndevai
Unknown

Search & edit Grafana dashboards, query datasources (PromQL/LogQL/SQL), inspect alerts.

Monitoring & Observability~100%Databases~73%
npm:@dockndevai/mcp-grafana · local package
weatherMCP serverMCP
by dingw1982
Unknown

An MCP server for weather information.

Weather~100%
npm:@dingw1982/mcp-quickstart-ts · local package
quizzard-mcpMCP serverMCP
Unknown

A multi-source trivia and quiz MCP server

Version Control~100%Databases~80%
pypi:quizzard-mcp · local packagepublished 3 mo ago
quietwatcher-mcpMCP serverMCP
Unknown

MCP server for QuietWatcher — manage cloud monitors from any AI client.

API Access~81%
pypi:quietwatcher-mcp · local packagepublished 2 mo ago
queryshieldMCP serverMCP
by bch1212
Unknown

Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.

Databases
pypi:queryshield-mcp · local packagepublished 4 mo ago
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Aliases

data, search, retrieval