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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/ai

AI Services

Model access, evaluation and agent infrastructure.

3.0k records1844 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
iflow-mcp_xwb602625136_mysql_mcp_server_proMCP serverMCP
by wenb1n
Unknown

Support for SSE, STDIO in MySQL MCP server, includes CRUD, database anomaly analysis capabilities .支持SSE,STDIO;不仅止于mysql的增删改查功能; 还包含了数据库异常分析能力;且便于开发者们进行个性化的工具扩展

Databases~100%Prompt Management~87%
pypi:iflow-mcp_xwb602625136_mysql_mcp_server_pro · local packagepublished 10 mo ago
iflow-mcp_x-plug-osworld-mcpMCP serverMCP
Unknown

OSWorld-MCP: A comprehensive MCP server for computer-use agents with 158 validated tools

Evaluation & Benchmarks~86%Version Control~75%
pypi:iflow-mcp_x-plug-osworld-mcp · local packagepublished 9 mo ago
iflow-mcp_xiyan_mcp_serverMCP serverMCP
Unknown

A Model Context Protocol (MCP) server that utilizes XiyanSQL with databases. This server enables AI assistants to list tables, read data, and execute natural language queries

Model Access~91%Databases~77%
pypi:iflow-mcp_xiyan_mcp_server · local packagepublished 15 mo ago
iflow-mcp_ww-ai-lab-any2markdownMCP serverMCP
Unknown

A Model Context Protocol server for converting documents to Markdown

Document ConversionModel Access~91%API Access~80%Spreadsheets~75%Version Control~75%
pypi:iflow-mcp_ww-ai-lab-any2markdown · local packagepublished 9 mo ago
iflow-mcp_wsb-analystMCP serverMCP
Unknown

An MCP server providing tools to analyze WallStreetBets (WSB) discussions.

Version Control~100%Prompt Management~87%
pypi:iflow-mcp_wsb-analyst · local packagepublished 12 mo ago
iflow-mcp_wirasm-mcp-builderMCP serverMCP
Unknown

MCP Builder

Version Control~100%Prompt Management~87%
pypi:iflow-mcp_wirasm-mcp-builder · local packagepublished 9 mo ago
iflow-mcp_tavilyMCP serverMCP
Unknown

A Model Context Protocol server that provides AI-powered web search capabilities using Tavily's search API

Web Search~100%Prompt Management~87%
pypi:iflow-mcp_tavily · local packagepublished 12 mo ago
iflow-mcp_szeider-consult7MCP serverMCP
Unknown

MCP server for consulting large context window models to analyze extensive file collections via OpenRouter

Model AccessCode Review~84%Writing & Editing~83%Identity & Access~83%Reasoning & Planning~80%
pypi:iflow-mcp_szeider-consult7 · local packagepublished 9 mo ago
iflow-mcp_slyfox1186-claude-code-openrouterMCP serverMCP
by slyfox1186
Unknown

OpenRouter MCP Server - Access 400+ AI models in Claude Code

Version Control~100%Model Access
pypi:iflow-mcp_slyfox1186-claude-code-openrouter · local packagepublished 9 mo ago
iflow-mcp_sitemap-mcp-serverMCP serverMCP
Unknown

Sitemap MCP is a Model Context Protocol (MCP) server for fetching, parsing, analyzing, and visualizing website sitemaps

Reporting & DashboardsWeb ScrapingPrompt Management~87%
pypi:iflow-mcp_sitemap-mcp-server · local packagepublished 12 mo ago
iflow-mcp_shane_kercheval_mcp_thisMCP serverMCP
Unknown

MCP Server that exposes CLI commands as tools for Claude using YAML configuration files

Prompt Management~87%Code Review~84%Terminal & Shell~83%
pypi:iflow-mcp_shane_kercheval_mcp_this · local packagepublished 10 mo ago
iflow-mcp_searchapi-mcp-agentMCP serverMCP
Unknown

SearchAPI MCP Agent with A2A support - provides Google search, maps, flights, hotels, videos search functionality

Travel & Booking~100%Agent Discovery~88%
pypi:iflow-mcp_searchapi-mcp-agent · local packagepublished 12 mo ago
iflow-mcp_rsyuzyov-bsl-mcpMCP serverMCP
Unknown

1C Code Search MCP - Local MCP server for semantic code search in 1C codebase

Model Access~91%Vector Search~78%
pypi:iflow-mcp_rsyuzyov-bsl-mcp · local packagepublished 9 mo ago
iflow-mcp_rosingul-mcp-active-directory-serverMCP serverMCP
by rosingul
Unknown

MCP server for Active Directory management with Python server and PowerShell backend

Filesystem~100%Agent Discovery~100%
pypi:iflow-mcp_rosingul-mcp-active-directory-server · local packagepublished 9 mo ago
iflow-mcp_rmmargt-searchapi-mcp-agentMCP serverMCP
Unknown

A SearchAPI MCP Agent with A2A support

Agent Discovery~88%Travel & Booking~78%
pypi:iflow-mcp_rmmargt-searchapi-mcp-agent · local packagepublished 9 mo ago
iflow-mcp_redhat-data-and-ai-template-mcp-serverMCP serverMCP
Unknown

A template for Model Context Protocol (MCP) server development

Prompt ManagementCode Review~84%CI/CD & Deploy~78%
pypi:iflow-mcp_redhat-data-and-ai-template-mcp-server · local packagepublished 9 mo ago
iflow-mcp_privetin-dataset-viewerMCP serverMCP
Unknown

MCP server for interacting with Hugging Face dataset viewer API, providing dataset browsing, filtering, and statistics capabilities

Model Access~91%Identity & Access~83%
pypi:iflow-mcp_privetin-dataset-viewer · local packagepublished 9 mo ago
iflow-mcp_prayanks-mcp-sqlite-serverMCP serverMCP
Unknown

SQLite MCP Server with stdio transport

Databases~100%Prompt Management~87%
pypi:iflow-mcp_prayanks-mcp-sqlite-server · local packagepublished 9 mo ago
iflow-mcp_pdfmathtranslate-pdf2zhMCP serverMCP
Unknown

Latex PDF Translator

Model Access~91%Version Control~83%
pypi:iflow-mcp_pdfmathtranslate-pdf2zh · local packagepublished 9 mo ago
iflow-mcp_paperpalMCP serverMCP
Unknown

Paperpal is a tool that helps you write literature reviews for machine learning papers.

Version Control~100%Model Access~91%Academic Research~77%
pypi:iflow-mcp_paperpal · local packagepublished 12 mo ago
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Machine query
GET /api/v1/search?capability=ai&status=live
Aliases

ai, llm, model