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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 records1845 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
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
iflow-mcp_alexsmirnov-mcpsMCP serverMCP
Unknown

Model Context Protocol server for continue.dev

Packages & Dependencies~88%Prompt Management~87%
pypi:iflow-mcp_alexsmirnov-mcps · local packagepublished 9 mo ago
iflow-mcp_54rt1n_container-mcpMCP serverMCP
Unknown

Container-based MCP implementation for secure tool execution

Agent Discovery~88%Code Execution~86%Filesystem~80%
pypi:iflow-mcp_54rt1n_container-mcp · local packagepublished 9 mo ago
huggingface-paper-mcpMCP serverMCP
Unknown

A MCP server for fetching HuggingFace papers

Version Control~100%Academic ResearchModel AccessPackages & Dependencies~86%
pypi:huggingface-paper-mcp · local packagepublished 13 mo ago
huggingface-daily-paper-mcpMCP serverMCP
Unknown

A MCP server for fetching HuggingFace daily papers

Version Control~100%Academic ResearchModel AccessPackages & Dependencies~86%
pypi:huggingface-daily-paper-mcp · local packagepublished 15 mo ago
hr-edge-recruit-mcp-serverMCP serverMCP
by LLM Lords
Unknown

A custom MCP server using FastAPI, AWS, Firebase, and LangChain for real-time audio analysis.

HR & Recruiting~100%Speech Recognition~89%Evaluation & Benchmarks~84%Vector Search~83%Identity & Access~80%
pypi:hr-edge-recruit-mcp-server · local packagepublished 16 mo ago
house-of-wisdom-mcpMCP serverMCP
Unknown

House of Wisdom MCP — multi-model consultation council. Diverse AI model families investigate independently and return their own perspectives; the orchestrator weighs them. Inspired by the medieval Bayt al-Hikma.

Deep Web Research~100%Evaluation & Benchmarks~71%CI/CD & Deploy~68%CRM & Sales~68%
pypi:house-of-wisdom-mcp · local packagepublished 3 mo ago
falsepassMCP serverMCP
by Super-Eric
Unknown

Find RL environment graders that pay wrong answers: probes reward code, returns reproducible leads

Evaluation & Benchmarks
pypi:falsepass · local packagepublished 4 d ago
holoviz-mcpMCP serverMCP
Unknown

A Model Context Protocol (MCP) server for the HoloViz ecosystem

Packages & Dependencies~100%Model Access~91%Reporting & Dashboards~88%
pypi:holoviz-mcp · local packagepublished 5 mo ago
hf-trending-mcpMCP serverMCP
Unknown

server that tracks trending models, datasets, and spaces on Hugging Face.

Version Control~100%Model Access~91%Image Understanding~85%
pypi:hf-trending-mcp · local packagepublished 2 y ago
hexastack-mcpMCP serverMCP
by Richard West
Unknown

Model Context Protocol (MCP) adapter and AI agent tool integration for Hexastack

Prompt Management~87%Packages & Dependencies~77%
pypi:hexastack-mcp · local packagepublished 8 d ago
hermify-mcpMCP serverMCP
by Felix Mutinda
Unknown

Cross-agent, dataset-backed skill and memory sync via MCP. Hermify your agent interactions into portable, event-sourced artifacts.

Agent Memory~100%Model Access
pypi:hermify-mcp · local packagepublished 4 mo ago
helix-mcpMCP serverMCP
Unknown

Clinical evidence synthesis MCP server — ClinicalTrials.gov, PubMed, and openFDA in one call

Academic ResearchDeep Web Research~100%Model Access~91%
pypi:helix-mcp · local packagepublished 5 mo ago
gtx-mcp-serverMCP serverMCP
by Zhiling Luo
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:gtx-mcp-server · local packagepublished 15 mo ago
gradio-mcp-tools-visualizerMCP serverMCP
Unknown

Python library for easily interacting with trained machine learning models

Prompt Management~68%
pypi:gradio-mcp-tools-visualizer · local packagepublished 17 mo ago
golden-dataset-mcpMCP serverMCP
by nipunkhanderia
Unknown

Version-controlled golden datasets and RAG evaluation, no API key needed.

Evaluation & BenchmarksVector SearchTesting~66%
pypi:golden-dataset-mcp · local packagepublished 5 mo ago
gliner2-mcpMCP serverMCP
by gliner2-mcp contributors
Unknown

MCP server exposing GLiNER2 entity extraction, classification, and JSON parsing.

Model Access~91%
pypi:gliner2-mcp · local packagepublished 9 mo ago
github-talent-mcpMCP serverMCP
by Carolina Cherry
Unknown

MCP server for searching, scoring, and ranking GitHub developers for technical recruiting

Version ControlHR & RecruitingModel Access~91%
pypi:github-talent-mcp · local packagepublished 3 mo ago
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Machine query
GET /api/v1/search?capability=ai&status=live
Aliases

ai, llm, model