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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.

6.2k records2514 liveRefine in search →
Web SearchWeb ScrapingDatabasesVector SearchAPI AccessNews & FeedsWeather
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
quantified-self-mcpMCP serverMCP
Unknown

Local MCP server for personal health data

Databases~75%
pypi:quantified-self-mcp · local packagepublished 4 d ago
q-mem-mcp-serverMCP serverMCP
Unknown

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

DatabasesE-commerce Operations~100%Agent Memory~100%
pypi:q-mem-mcp-server · local packagepublished 14 mo ago
Qiskit Documentation MCP ServerMCP serverMCP
by Qiskit
Unknown

MCP server for querying and retrieving Qiskit documentation, guides, and API references

Code DocumentationVector Search
pypi:qiskit-code-assistant-mcp-server · local packagepublished 2 mo ago
qdrant-mcp-serverMCP serverMCP
Unknown

A Model Context Protocol (MCP) server for Qdrant vector database with semantic search capabilities

Databases~100%Vector Search
pypi:qdrant-mcp-server · local packagepublished 7 mo ago
qdrant-mcpMCP serverMCP
Unknown

Qdrant MCP server with configurable embedding providers

Vector SearchVersion Control~100%Packages & Dependencies~88%
pypi:qdrant-mcp · local packagepublished 14 mo ago
qdrant-loader-mcp-serverMCP serverMCP
Unknown

A Model Context Protocol (MCP) server that provides RAG capabilities to Cursor using Qdrant.

Vector SearchDocumentation Lookup~83%Databases~68%
pypi:qdrant-loader-mcp-server · local packagepublished 2 mo ago
qdrant-llamaindex-mcp-serverMCP serverMCP
by Allie
Unknown

MCP server for reading LlamaIndex documents stored in Qdrant vector database

Databases~100%Vector SearchVersion Control~83%
pypi:qdrant-llamaindex-mcp-server · local packagepublished 13 mo ago
q1-crafter-mcpMCP serverMCP
by ZaEyAsa
Unknown

Academic Research MCP Server for Claude Desktop — automates the full research cycle from source discovery to Q1-quality .docx output

Academic ResearchDocument ConversionDatabases~79%Code Review~64%
pypi:q1-crafter-mcp · local packagepublished 7 mo ago
python-gitlab-mcpMCP serverMCP
Unknown

Production-ready Model Context Protocol server for GitLab - 87 tools, 14 prompts, 13 resources

Version ControlCI/CD & DeployFilesystem~80%Prompt Management~79%API Access~71%
pypi:python-gitlab-mcp · local packagepublished 8 mo ago
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