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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 records1846 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
iflow-mcp_icip-cas-livemcpbenchMCP serverMCP
Unknown

LiveMCPBench is a benchmark for evaluating the ability of agents to navigate and utilize a large-scale MCP toolset. It provides a comprehensive set of tasks that challenge agents to effectively use various tools in daily scenarios.

Model Access~91%Evaluation & Benchmarks~86%Version Control~75%
pypi:iflow-mcp_icip-cas-livemcpbench · local packagepublished 9 mo ago
iflow-mcp-hu-po-tatbotMCP serverMCP
Unknown

tattoo robot

Social Media~100%Model Access~91%
pypi:iflow-mcp-hu-po-tatbot · local packagepublished 9 mo ago
iflow-mcp_hub-semantic-search-mcpMCP serverMCP
Unknown

MCP server for semantic search of Hugging Face models and datasets

Vector Search~100%Model Access
pypi:iflow-mcp_hub-semantic-search-mcp · local packagepublished 11 mo ago
iflow-mcp_hepivax_mcp-as-a-judgeMCP serverMCP
by Zvi Fried
Unknown

MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations

Code Review~100%Evaluation & BenchmarksPackages & Dependencies~79%
pypi:iflow-mcp_hepivax_mcp-as-a-judge · local packagepublished 10 mo ago
iflow-mcp_gwbischof-outsource-mcpMCP serverMCP
Unknown

MCP server for outsourcing tasks to AI agents

Model Access~91%Image Generation~85%Version Control~75%
pypi:iflow-mcp_gwbischof-outsource-mcp · local packagepublished 9 mo ago
iflow-mcp_groundlight-mcp-visionMCP serverMCP
by Groundlight AI
Unknown

Allow VLMs to call dedicated specialist CV models

Image Understanding~100%Model Access~91%Version Control~75%
pypi:iflow-mcp_groundlight-mcp-vision · local packagepublished 9 mo ago
iflow-mcp_greptimeteam-greptimedb-mcp-serverMCP serverMCP
Unknown

MCP server for GreptimeDB with SQL/TQL/PromQL support, sensitive data masking, and prompt templates for observability data analysis.

Databases~100%Prompt Management~87%
pypi:iflow-mcp_greptimeteam-greptimedb-mcp-server · local packagepublished 9 mo ago
iflow-mcp_firstbatchxyz-mem-agent-mcpMCP serverMCP
Unknown

Top-level workspace aggregating agent and mcp_server

Model Access~100%
pypi:iflow-mcp_firstbatchxyz-mem-agent-mcp · local packagepublished 9 mo ago
iflow-mcp_ferdousbhai-wsb-analystMCP serverMCP
Unknown

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

Version Control~100%Prompt Management~87%
pypi:iflow-mcp_ferdousbhai-wsb-analyst · local packagepublished 9 mo ago
iflow-mcp_edenyavin-garakr-mcpMCP serverMCP
Unknown

Garak integration through the Model Context Protocol

Security Review~92%Model Access~91%
pypi:iflow-mcp_edenyavin-garakr-mcp · local packagepublished 8 mo ago
iflow-mcp_do-community_do-remote-mcp-server-templateMCP serverMCP
Unknown

Remote MCP Server Template - Domain Checker using FastMCP

Prompt Management~100%
pypi:iflow-mcp_do-community_do-remote-mcp-server-template · local packagepublished 9 mo ago
iflow-mcp_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_dataset-viewer · local packagepublished 12 mo ago
iflow-mcp_crypto-feargreed-mcpMCP serverMCP
Unknown

Providing real-time and historical Crypto Fear & Greed Index data

Markets & Trading~100%Prompt Management~87%
pypi:iflow-mcp_crypto-feargreed-mcp · local packagepublished 12 mo ago
iflow-mcp_code-yeongyu-perplexity-advanced-mcpMCP serverMCP
Unknown

Advanced MCP tool for Perplexity and OpenRouter API integration. Supports both simple and complex queries with file attachments. Built with AI-first development approach using Cline, Cursor, and Wispr Flow.

Model AccessAPI Access~89%Packages & Dependencies~77%
pypi:iflow-mcp_code-yeongyu-perplexity-advanced-mcp · local packagepublished 9 mo ago
iflow-mcp_brennhill-gasoline-agentic-browserMCP serverMCP
Unknown

Gasoline Agentic Browser is an AI Debugger, Inspector, and Observability toolkit. It acts as Chrome DevTools for AI Agents using the Model Context Protocol (MCP).

Debugging~100%Monitoring & Observability~100%Browser Automation~100%Version Control~78%Prompt Management~75%
pypi:iflow-mcp_brennhill-gasoline-agentic-browser · local packagepublished 8 mo ago
iflow-mcp_anirbanbasu-pymcp-templateMCP serverMCP
Unknown

A template for developing MCP servers in Python

Prompt Management~100%Version Control~83%
pypi:iflow-mcp_anirbanbasu-pymcp-template · local packagepublished 9 mo ago
iflow-mcp_angrysky56-ollama-mcp-serverMCP serverMCP
Unknown

MCP server for running Ollama models with async support

Prompt Management~87%
pypi:iflow-mcp_angrysky56-ollama-mcp-server · local packagepublished 8 mo ago
iflow-mcp_angrysky56-gemini-mcp-clientMCP serverMCP
Unknown

Gemini-powered MCP (Model Context Protocol) Client

Agent Discovery~88%Packages & Dependencies~77%
pypi:iflow-mcp_angrysky56-gemini-mcp-client · local packagepublished 9 mo ago
iflow-mcp_alpic-ai-mcp-server-templateMCP serverMCP
by Alpic
Unknown

Python MCP Server template

Version Control~100%Prompt Management~100%CI/CD & Deploy~73%
pypi:iflow-mcp_alpic-ai-mcp-server-template · local packagepublished 9 mo ago
iflow-mcp_alpadalar-active-directory-mcpMCP serverMCP
Unknown

A Model Context Protocol server for interacting with Active Directory

Filesystem~100%Agent Discovery~100%Identity & Access
pypi:iflow-mcp_alpadalar-active-directory-mcp · local packagepublished 9 mo ago
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Aliases

ai, llm, model