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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
ml-inspector-mcpMCP serverMCP
Unknown

Framework-agnostic ML model analysis MCP server — evaluate, explain, and report on any trained model via Claude

Evaluation & Benchmarks~100%
pypi:ml-inspector-mcp · local packagepublished 2 mo ago
meta-prompt-mcpMCP serverMCP
by kapillamba4
Unknown

MCP server providing official Google and Anthropic prompting guides for meta-prompt generation.

Prompt Management
pypi:meta-prompt-mcp · local packagepublished 6 mo ago
meok-vehicle-handover-mcpMCP serverMCP
by CSOAI-ORG
Unknown

Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, photographic POD

Evaluation & Benchmarks~100%
pypi:meok-vehicle-handover-mcp · local packagepublished 4 mo ago
meok-quantum-scoring-mcpMCP serverMCP
by CSOAI-ORG
Unknown

MEOK AI Labs - quantum-scoring MCP server extracted from SOV3

Evaluation & Benchmarks
pypi:meok-quantum-scoring-mcp · local packagepublished 4 mo ago
meok-dpia-edpb-template-mcpMCP serverMCP
by CSOAI-ORG
Unknown

DPIA generator for the EDPB harmonised template (adopted 14 Apr 2026) with EU AI Act Article 26(9)

Prompt Management~100%
pypi:meok-dpia-edpb-template-mcp · local packagepublished 4 mo ago
memnest-mcpMCP serverMCP
by arunkse
Unknown

Persistent graph memory MCP server for AI agents using LadybugDB

Vector SearchAgent MemoryEvaluation & Benchmarks~100%Knowledge Graphs
pypi:memnest-mcp · local packagepublished 2 mo ago
memex-md-mcpMCP serverMCP
by Maximilian Wolf
Unknown

MCP server for semantic search over markdown vaults

Vector SearchNotes & DocsModel Access~91%
pypi:memex-md-mcp · local packagepublished 10 mo ago
mds-mcpMCP serverMCP
Unknown

Model Cache Server - MCP server for downloading and caching ML models and datasets

Model AccessMonitoring & Observability~83%Version Control~75%
pypi:mds-mcp · local packagepublished 17 mo ago
mcp-tree-explorerMCP serverMCP
Unknown

MCP tool that provides directory tree visualization for Cursor

Version Control~100%FilesystemReporting & DashboardsAgent Discovery~100%
pypi:mcp-tree-explorer · local packagepublished 2 y ago
mcp-toolproofMCP serverMCP
by Nilkanth Suthar
Unknown

Automated tests for MCP servers: schema checks, YAML tests, fuzzing, benchmarks, tool-selection evals and a pytest plugin.

Evaluation & BenchmarksCI/CD & DeployTestingDocumentation Lookup~79%
pypi:mcp-toolproof · local packagepublished 21 d ago
mcp-tool-evalsMCP serverMCP
Unknown

Behavioral evaluation and description linting for MCP servers

Evaluation & Benchmarks~100%Testing
pypi:mcp-tool-evals · local packagepublished 2 mo ago
mcp-token-saverMCP serverMCP
Unknown

Semantically filter MCP tool catalogs to cut LLM input-token costs. Ships with AWS Bedrock defaults; bring-your-own provider supported.

Vector SearchModel Access~100%E-commerce Operations~78%Version Control~75%
pypi:mcp-token-saver · local packagepublished 4 mo ago
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:mcp-this · local packagepublished 12 mo ago
mcp-testingMCP serverMCP
Unknown

Local testing framework for MCP (Model Context Protocol) servers

TestingEvaluation & Benchmarks~81%
pypi:mcp-testing · local packagepublished 13 mo ago
mcp-test-harnessMCP serverMCP
Unknown

MCP Test Harness -- pytest-style testing framework for MCP servers with automated test discovery, assertions, fixtures, and CI reporting.

TestingModel AccessCloud PlatformsCode Documentation~85%Packages & Dependencies~77%
pypi:mcp-test-harness · local packagepublished 12 d ago
mcp-templatesMCP serverMCP
by data-everything
Unknown

MCP-Server-Templates: Easy, zero-config deployment for Model Context Protocol servers

Cloud PlatformsPrompt Management~100%CI/CD & Deploy~83%Team Chat~78%
pypi:mcp-templates · local packagepublished 15 mo ago
mcp-tech-ai-trackerMCP serverMCP
by Tech AI Tracker Team
Unknown

科技AI资讯 MCP Server — 模型排行/开源趋势/AI行业速览/多源摘要, 数据源GitHub+HackerNews+arXiv+HuggingFace+TianAPI

Version ControlModel AccessAcademic ResearchNews & Feeds
pypi:mcp-tech-ai-tracker · local packagepublished 6 mo ago
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
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Aliases

ai, llm, model