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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 records1844 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
mcp-llm-gatewayMCP serverMCP
by daedalus
Unknown

MCP-compatible LLM gateway that proxies completion requests.

Model Access~100%
pypi:mcp-llm-gateway · local packagepublished 7 mo ago
mcp-llm-evalMCP serverMCP
by Berkay Yildirim
Unknown

MCP server that packages LLM evaluation gates as reusable CI/CD primitives

CI/CD & DeployEvaluation & BenchmarksTesting~83%Packages & Dependencies~77%
pypi:mcp-llm-eval · local packagepublished 2 d ago
mcp-llm-councilMCP serverMCP
by Jeremy Gracey
Unknown

Multi-model LLM Council (Karpathy-style 3-stage deliberation over OpenRouter), exposed as an MCP server for Claude Code.

Model AccessCI/CD & Deploy~76%
pypi:mcp-llm-council · local packagepublished 3 mo ago
mcp-lens-uiMCP serverMCP
Unknown

Swagger UI & Developer Tools for the Model Context Protocol

Prompt Management~87%Identity & Access~83%Weather~81%
pypi:mcp-lens-ui · local packagepublished 4 mo ago
mcp-judgeMCP serverMCP
by Nilavo Boral
Unknown

An interactive application for testing MCP tools.

Evaluation & Benchmarks~100%Terminal & Shell~78%
pypi:mcp-judge · local packagepublished 12 mo ago
mcp-jadwal-dokterMCP serverMCP
by Christian Miracle Rumawung
Unknown

MCP server exposing dummy Indonesian hospital doctor-scheduling tools

Calendar & SchedulingModel Access~89%
pypi:mcp-jadwal-dokter · local packagepublished 4 mo ago
mcp-indexMCP serverMCP
by AI Agent Hub
Unknown

Open Source MCP Index | Marketplace Python Registry Service and Html Plugin to Integrate with your AI Application

FilesystemAgent Discovery~100%
pypi:mcp-index · local packagepublished 1 y ago
mcp-guardbenchMCP serverMCP
Unknown

An evidence-based benchmark and runtime evaluation framework for secure Model Context Protocol tool-using agents.

Security ScanningEvaluation & BenchmarksDocumentation Lookup~79%
pypi:mcp-guardbench · local packagepublished 1 mo ago
mcp-gauntletMCP serverMCP
by Ghaleb Dweikat
Unknown

A CI linter for what your MCP server publishes: tool poisoning and prompt injection across every surface an agent sees, definition drift between runs, and schema rot.

Security Scanning~100%CI/CD & DeployTestingEvaluation & BenchmarksSecurity Review~75%
pypi:mcp-gauntlet · local packagepublished 3 mo ago
mcp-fts5-starterMCP serverMCP
by LBDog
Unknown

Drop-in MCP server template with SQLite FTS5 search backend. ~300 lines, no vector DB, no embedding API, runs on a Pi.

DatabasesVector Search~100%Prompt ManagementFilesystem~80%
pypi:mcp-fts5-starter · local packagepublished 6 mo ago
mcp-forgerMCP serverMCP
by MCP Forge
Unknown

Convert any application into an MCP server — with AI assistance. CLI + Claude Desktop plugin.

Code Generation~100%Model Access~91%API Access~80%Version Control~75%
pypi:mcp-forger · local packagepublished 6 mo ago
mcp-evaluation-serverMCP serverMCP
by gqy20
Unknown

MCP工具评估助手服务器 - 优化Cherry Studio兼容性

Evaluation & Benchmarks
pypi:mcp-evaluation-server · local packagepublished 14 mo ago
mcp-directoryMCP serverMCP
by AI Agent Hub
Unknown

Open Source MCP Directory | Marketplace Python Registry Service and Html Plugin to Integrate with your AI Application

FilesystemAgent Discovery~100%
pypi:mcp-directory · local packagepublished 1 y ago
mcp-data-checkMCP serverMCP
Unknown

Evaluate MCP server accuracy against known questions and answers

Evaluation & BenchmarksTestingTerminal & Shell~83%
pypi:mcp-data-check · local packagepublished 6 mo ago
mcp-cybersec-watchdogMCP serverMCP
Unknown

Cybersecurity monitoring and analysis for Linux servers via MCP

Evaluation & Benchmarks~83%
pypi:mcp-cybersec-watchdog · local packagepublished 10 mo ago
mcp-cookie-cutterMCP serverMCP
by Mahesh Mahadevan
Unknown

Intelligent MCP server generator from OpenAPI/Swagger specs

API AccessPrompt ManagementIdentity & Access~84%
pypi:mcp-cookie-cutter · local packagepublished 12 mo ago
mcp-consoleMCP serverMCP
Unknown

Persistent R, Python, and SQL sessions for MCP clients

Filesystem~100%DatabasesAgent Discovery~88%
pypi:mcp-console · local packagepublished 14 d ago
mcp-config-checkMCP serverMCP
Unknown

Linter for MCP (Model Context Protocol) config files used by Claude Desktop, Cursor, Cline, Windsurf, and Zed. CLI + library API.

Model Access~91%
pypi:mcp-config-check · local packagepublished 7 mo ago
mcp-client-cliMCP serverMCP
Unknown

Command line interface for MCP client

Terminal & Shell~100%Web Search~89%Model Access~89%Version Control~75%
pypi:mcp-client-cli · local packagepublished 11 mo ago
mcp-cli-agentMCP serverMCP
by CLI Agent Team
Unknown

MCP-enabled AI assistant with tool integration

Version Control~100%Tasks & To-do~100%Agent Orchestration~89%Model Access~89%Terminal & Shell~83%
pypi:mcp-cli-agent · local packagepublished 16 mo ago
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Aliases

ai, llm, model