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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
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:mcp-tavily · local packagepublished 17 mo ago
mcp-strikeMCP serverMCP
by Leo Martinez III
Unknown

Active, runtime adversarial testing for MCP servers: point it at your own server and find out what breaks.

Security ScanningSecurity ReviewAcademic Research~80%Evaluation & Benchmarks~80%
pypi:mcp-strike · local packagepublished 4 mo ago
mcp-squatguard-templateMCP serverMCP
Unknown

SquatGuard MCP Template for Python

Prompt Management~100%
pypi:mcp-squatguard-template · local packagepublished 6 mo ago
mcp-server-trendingMCP serverMCP
by MCP Server Trending Team
Unknown

MCP Server for trending data from multiple platforms for indie developers

Version ControlPackages & Dependencies~100%Academic Research~100%Model Access~100%
pypi:mcp-server-trending · local packagepublished 11 mo ago
mcp-server-supos-dsMCP serverMCP
Unknown

A MCP server project

Prompt Management~87%Terminal & Shell~78%
pypi:mcp-server-supos-ds · local packagepublished 2 y ago
mcp-server-ragMCP serverMCP
Unknown

MCP RAG server

Vector Search~100%Model Access~91%
pypi:mcp-server-rag · local packagepublished 2 y ago
mcp-server-omniparserMCP serverMCP
by Your Name
Unknown

MCP Server for UI automation using Microsoft OmniParser model for screen parsing and element detection

Model Access~91%Version Control~75%Image Understanding~64%
pypi:mcp-server-omniparser · local packagepublished 17 mo ago
mcp-server-meigenMCP serverMCP
by jau123
Unknown

AI image generation MCP server — turn your AI coding tool into a visual creative assistant

Image GenerationPrompt Management~100%Packages & Dependencies~76%
pypi:mcp-server-meigen · local packagepublished 8 mo ago
mcpserver-judgeMCP serverMCP
Unknown

Juiz Computacional para LLMs - MCP Server

Evaluation & Benchmarks~100%
pypi:mcpserver-judge · local packagepublished 10 mo ago
mcp-server-dsMCP serverMCP
Unknown

A MCP server project

Prompt Management~87%Terminal & Shell~78%
pypi:mcp-server-ds · local packagepublished 2 y ago
mcp-scoring-engineMCP serverMCP
Unknown

Scoring engine for MCP server quality assessment

Evaluation & Benchmarks
pypi:mcp-scoring-engine · local packagepublished 8 mo ago
mcp-reflectMCP serverMCP
by Jona Heidsick
Unknown

A framework for model self-reflection and meta-cognitive processing

Evaluation & Benchmarks
pypi:mcp-reflect · local packagepublished 1 y ago
mcp-refcacheMCP serverMCP
Unknown

Reference-based caching for FastMCP servers with namespace isolation, access control, and private computation support

Documentation LookupModel Access~91%
pypi:mcp-refcache · local packagepublished 7 mo ago
mcp-recognize-imageMCP serverMCP
Unknown

MCP server that lets text-only models 'see' images via configurable vision LLM providers with priority fallback

Image UnderstandingModel Access~89%
pypi:mcp-recognize-image · local packagepublished 4 mo ago
OpenRouterMCP serverMCP
by tsilva
Unknown

MCP server providing access to 300+ AI models via OpenRouter

Model Access
pypi:mcp-openrouter · local packagepublished 6 mo ago
mcp-openidea-searchMCP serverMCP
by Open Idea
Unknown

MCP server for Open Idea federated search

Model Access~91%Documentation Lookup~79%Academic Research~79%Version Control~78%
pypi:mcp-openidea-search · local packagepublished 5 mo ago
mcp-openaiMCP serverMCP
Unknown

MCP Client with OpenAI compatible API

Model Access~91%
pypi:mcp-openai · local packagepublished 2 y ago
mcp_mysql_AirNetMCP serverMCP
by atmas
Unknown

Use for AirNet:Support for SSE, STDIO in MySQL MCP server, includes CRUD, database anomaly analysis capabilities .支持SSE,STDIO;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%Document Conversion~84%
pypi:mcp_mysql_airnet · local packagepublished 1 y ago
mcp-media-analyzerMCP serverMCP
by Chen Wei Hsieh
Unknown

多媒體檔案分析工具 - 支援影片、圖片和音檔的視覺分析、語音轉錄和智慧檔名建議

Speech RecognitionImage UnderstandingModel Access~91%
pypi:mcp-media-analyzer · local packagepublished 9 mo ago
mcp-mctsMCP serverMCP
by MCP-Audit
Unknown

Model Context Threat Scanner — local MCP security scanning, attack chains, inventory, CI gates, and optional Semgrep/LLM analysis

Reasoning & PlanningSecurity Scanning~100%Version Control~83%Evaluation & Benchmarks~83%Filesystem~80%
pypi:mcp-mcts · local packagepublished 5 mo ago
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Aliases

ai, llm, model