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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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Capabilities/data

Data & Search

Retrieval, search, scraping and data access.

6.2k records2268 liveRefine in search →
Web SearchWeb ScrapingDatabasesVector SearchAPI AccessNews & FeedsWeather
polardb-openapi-mcp-serverMCP serverMCP
Unknown

MCP server for Alibaba Cloud PolarDB OpenAPI management with slow log analysis and performance monitoring

API Access~100%
pypi:polardb-openapi-mcp-server · local packagepublished 14 mo ago
polardb-mysql-mcp-serverMCP serverMCP
Unknown

MCP server for polardb mysql

Databases~100%
pypi:polardb-mysql-mcp-server · local packagepublished 15 mo ago
pocket-agent-mcpMCP serverMCP
Unknown

MCP based Pocket Agent in vector db ( chroma) as storage

Vector Search~100%Databases~79%Version Control~75%
pypi:pocket-agent-mcp · local packagepublished 8 mo ago
pm-studio-mcpMCP serverMCP
Unknown

PM Studio MCP Server - A Model Context Protocol server for product managers

Team Chat~100%Reporting & Dashboards~100%Document Conversion~84%Databases~73%
pypi:pm-studio-mcp · local packagepublished 7 mo ago
pluck-mcpMCP serverMCP
Unknown

MCP server for Pluck — query your knowledge graph from Claude Desktop, Cursor, and other MCP clients

Vector Search~85%Knowledge Graphs~84%
pypi:pluck-mcp · local packagepublished 5 mo ago
playwright-mcp-forgeMCP serverMCP
by Web Automation Team
Unknown

Enterprise-grade web automation with 35 MCP tools + auto-healing + optional LLM

Version Control~100%Browser AutomationWeb ScrapingTesting
pypi:playwright-mcp-forge · local packagepublished 7 mo ago
plantos-mcpMCP serverMCP
Unknown

Agricultural intelligence MCP server for Claude Desktop - soil analysis, weather data, crop predictions, and AI-powered farming recommendations

Weather
pypi:plantos-mcp · local packagepublished 11 mo ago
planer-mcpMCP serverMCP
Unknown

MCP server for intelligent planning and task management

Reasoning & PlanningDatabases~80%Prompt Management~79%
pypi:planer-mcp · local packagepublished 10 mo ago
pkulaw-mcp-law-searchMCP serverMCP
Unknown

PKULAW MCP server for law search

Contracts & LegalVector Search~89%
pypi:pkulaw-mcp-law-search · local packagepublished 15 mo ago
pkdb-mcpMCP serverMCP
by PK-DB MCP maintainers
Unknown

Model Context Protocol server for the PK-DB REST API.

API AccessVersion Control~75%
pypi:pkdb-mcp · local packagepublished 3 mo ago
DatrisMCP serverMCP
by datris
Unknown

The data control plane for AI agents — acquire, validate, land, and query data over MCP.

DatabasesVector SearchSecrets Management~62%
oci:docker.io/datrisai/datris-mcp-server:1.28.0 · local packagepublished 3 d ago
pinecone-read-only-mcpMCP serverMCP
Unknown

A Model Context Protocol (MCP) server that provides semantic search over Pinecone vector databases using hybrid search (dense + sparse) with reranking.

Vector SearchPackages & Dependencies~83%Version Control~75%
pypi:pinecone-read-only-mcp · local packagepublished 8 mo ago
pickaxe-mcp-web-searchMCP serverMCP
Unknown

A simple web search MCP server.

Web Search~100%
pypi:pickaxe-mcp-web-search · local packagepublished 15 mo ago
phytodata-mcpMCP serverMCP
Unknown

MCP server providing LLMs with conversational access to plant genomics databases (PhytoMine, KEGG, Ensembl Plants, UniProt)

Packages & Dependencies~83%Databases~79%Version Control~75%
pypi:phytodata-mcp · local packagepublished 5 mo ago
physionet-mcpMCP serverMCP
Unknown

Lean BigQuery-only MCP server for PhysioNet datasets

Databases~79%
pypi:physionet-mcp · local packagepublished 12 mo ago
pgvector-mcp-serverMCP serverMCP
Unknown

Model Context Protocol server for PostgreSQL vector database management with pgvector extension

Databases~100%
pypi:pgvector-mcp-server · local packagepublished 12 mo ago
pgvector-azure-openai-mcp-serverMCP serverMCP
Unknown

An MCP server with RAG capabilities using Azure OpenAI embeddings and pgvector for PostgreSQL.

Databases~100%Vector Search~100%Cloud Platforms~100%
pypi:pgvector-azure-openai-mcp-server · local packagepublished 11 mo ago
PostgreSQL performance Tuner MCP ServerMCP serverMCP
by isdaniel
Unknown

provides AI-powered PostgreSQL performance tuning capabilities.

Databases~100%
pypi:iflow-mcp_isdaniel-pgtuner_mcp · local packagepublished 7 mo ago
pgsql-mcp-serverMCP serverMCP
by curry tang
Unknown

PostgreSQL MCP Server

DatabasesTerminal & Shell~83%Packages & Dependencies~79%
pypi:pgsql-mcp-server · local packagepublished 7 mo ago
pgsql-mcpMCP serverMCP
Unknown

A Model Context Protocol server for PostgreSQL with read-only default and super-code write access.

Databases~100%Terminal & Shell~83%
pypi:pgsql-mcp · local packagepublished 5 mo ago
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