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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
GitHub (read-only)MCP serverMCP
by AbdulMuhaiminKhan
Unknown

Read-only GitHub repos, issues, PRs and commits, with tool descriptions tuned on a benchmark.

Version ControlEvaluation & Benchmarks
pypi:github-mcp-readonly · local packagepublished 29 d ago
getstack-mcpMCP serverMCP
Unknown

MCP server for managing getstack templates from Supabase database with RAG search

DatabasesVector SearchPrompt Management~100%
pypi:getstack-mcp · local packagepublished 17 mo ago
fraud-prevention-mcp-serverMCP serverMCP
Unknown

MCP server for fraud prevention — IP reputation, email breach detection, URL safety, phone validation and risk scoring via free APIs (IPQualityScore, HaveIBeenPwned).

Evaluation & Benchmarks~100%Email~100%
pypi:fraud-prevention-mcp-server · local packagepublished 7 mo ago
fhir-mcpMCP serverMCP
by Dhairya Shah
Unknown

The trustworthy FHIR bridge for AI agents — MCP server with reproducible clinical evals, reversible de-identification, and CDS Hooks.

Evaluation & Benchmarks~80%CI/CD & Deploy~69%
pypi:fhir-mcp · local packagepublished 6 mo ago
fetchtranscript-mcpMCP serverMCP
by FetchTranscript
Unknown

MCP server for FetchTranscript YouTube API

Prompt Management~87%Pricing & Quotes~78%
pypi:fetchtranscript-mcp · local packagepublished 8 mo ago
fast-agent-mcpMCP serverMCP
Unknown

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

Terminal & Shell~100%Model Access~91%Version Control~78%Packages & Dependencies~72%
pypi:fast-agent-mcp · local packagepublished 4 d ago
evolution-mcpMCP serverMCP
by Deepesh Bansal
Unknown

Modal-backed MCP server for parallel evaluation of agent-generated code variants

Code ExecutionEvaluation & BenchmarksFilesystem~88%Secrets Management~85%
pypi:evolution-mcp · local packagepublished 5 mo ago
eval-hub-mcpMCP serverMCP
Unknown

MCP server binary for eval-hub

Evaluation & Benchmarks~86%Version Control~83%
pypi:eval-hub-mcp · local packagepublished 2 mo ago
essenceteacher-mcpMCP serverMCP
Unknown

MCP server exposing EssenceTeacher courses, assignments, grading and student support as agent tools

Evaluation & Benchmarks
pypi:essenceteacher-mcp · local packagepublished 1 mo ago
essencestudy-teacher-mcpMCP serverMCP
Unknown

MCP server for running an EssenceStudy course from the terminal: Draft with AI, assignments, documents, real data, rubrics, enrolment, grading and usage

Evaluation & BenchmarksTerminal & Shell~78%
pypi:essencestudy-teacher-mcp · local packagepublished 29 d ago
epub-mcp-serverMCP serverMCP
Unknown

智能模板发现助手 - 为 AI 应用提供强大的 epub360 模板搜索能力

Prompt ManagementVersion Control~75%
pypi:epub-mcp-server · local packagepublished 15 mo ago
envbert-mcpMCP serverMCP
by Afreen Aman
Unknown

MCP server for envbert EDD classification — stdio and streamable HTTP transports

Model Access~91%Monitoring & Observability~80%
pypi:envbert-mcp · local packagepublished 4 mo ago
emotion-analyzer-mcpMCP serverMCP
by Your Name
Unknown

MCP服务器:使用Gemma-3模型分析图像中的人物表情

Model AccessVersion Control~75%
pypi:emotion-analyzer-mcp · local packagepublished 16 mo ago
email-mcp-serverMCP serverMCP
by Email MCP Server Team
Unknown

MCP Server for email template management

EmailPrompt Management
pypi:email-mcp-server · local packagepublished 14 mo ago
egile-mcp-starterMCP serverMCP
by Jean-Baptiste Poullet
Unknown

A comprehensive and extensible cookiecutter template system for creating Model Context Protocol (MCP) servers with plugin architecture supporting multiple templates including RAG-enabled servers

Vector SearchCI/CD & Deploy~100%Prompt ManagementCode Documentation~85%Databases~68%
pypi:egile-mcp-starter · local packagepublished 15 mo ago
doris-mcp-liteMCP serverMCP
Unknown

An MCP server for analytics on Apache Doris database.

Databases~100%Prompt Management~87%Version Control~78%
pypi:doris-mcp-lite · local packagepublished 17 mo ago
directory-mcpMCP serverMCP
Unknown

Complete entity graph MCP server with smart relationships

Filesystem~100%Knowledge GraphsAgent Discovery~100%Vector Search~89%Databases~80%
pypi:directory-mcp · local packagepublished 17 mo ago
directory-browser-mcpMCP serverMCP
Unknown

A secure MCP server for browsing directories and files with access control

FilesystemBrowser AutomationAgent Discovery~100%
pypi:directory-browser-mcp · local packagepublished 13 mo ago
dify-kb-mcpMCP serverMCP
by B2B增长工坊
Unknown

MCP server that exposes Dify knowledge base retrieval as agent tools

Vector SearchModel Access~91%
pypi:dify-kb-mcp · local packagepublished 10 d ago
devops-practicesMCP serverMCP
by ai-4-devops
Unknown

Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs

Prompt Management~68%
pypi:devops-practices-mcp · local packagepublished 9 mo ago
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Aliases

ai, llm, model