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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 records1847 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
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
mcp-bigquery-evalsMCP serverMCP
Unknown

An MCP server for BigQuery exploration with cost guardrails and a built-in NL→SQL eval harness.

Databases~100%Evaluation & Benchmarks
pypi:mcp-bigquery-evals · local packagepublished 6 mo ago
mcp-benchmark-hygieneMCP serverMCP
by sudo-ai-git
Unknown

Detect pytest config-leakage that corrupts agent-benchmark grading. Deterministic, no-LLM.

Evaluation & Benchmarks~100%
pypi:mcp-benchmark-hygiene · local packagepublished 2 mo ago
mcp-benchmarkMCP serverMCP
by Xing Han Lù
Unknown

A benchmark for MCP.

Evaluation & Benchmarks~100%
pypi:mcp-benchmark · local packagepublished 16 mo ago
MCP-BastionMCP serverMCP
by vaquarkhan
Unknown

Security middleware for MCP. Blocks prompt injection, PII leakage, and resource exhaustion.

Cloud PlatformsSecurity Scanning~100%Model Access
pypi:mcp-bastion-python · local packagepublished 3 mo ago
mcp-auditorMCP serverMCP
Unknown

Agentic security testing for MCP servers

Security Review~92%Filesystem~88%Evaluation & Benchmarks~76%
pypi:mcp-auditor · local packagepublished 1 mo ago
mcp-as-a-judgeMCP serverMCP
by OtherVibes
Unknown

MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations

Code Review~100%Evaluation & Benchmarks
pypi:mcp-as-a-judge · local packagepublished 13 mo ago
mcp-armorMCP serverMCP
Unknown

A comprehensive MCP configuration scanner with client-aware security analysis.

Security Scanning~100%Prompt Management~87%E-commerce Operations~83%
pypi:mcp-armor · local packagepublished 7 mo ago
InferrailMCP serverMCP
by domondi1
Unknown

Local, payload-free AI cost visibility for agents. Query spend by model, route, or tagged work.

Model Access~73%
pypi:inferrail · local packagepublished 3 d ago
AgentTrustMCP serverMCP
by assister-xyz
Unknown

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

Evaluation & Benchmarks
pypi:mcp-agenttrust · local packagepublished 8 mo ago
mcp-agent-mailMCP serverMCP
by mcp-agent-mail maintainers
Unknown

Coordinated multi-agent messaging and coordination MCP server.

Email~100%Agent Orchestration~91%Agent Discovery~88%Databases~80%Version Control~75%
pypi:mcp-agent-mail · local packagepublished 12 mo ago
agent-gateMCP serverMCP
by Jott2121
Unknown

Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.

Evaluation & Benchmarks
pypi:mcp-agent-gate · local packagepublished 5 mo ago
mcp-3gpp-ftpMCP serverMCP
Unknown

A FastMCP-based server for browsing 3GPP FTP website

Prompt Management~87%Filesystem~80%Packages & Dependencies~77%
pypi:mcp-3gpp-ftp · local packagepublished 17 mo ago
markitdown-directory-mcpMCP serverMCP
Unknown

An MCP server that converts local files and directories to Markdown, built on the "markitdown" library.

Document Conversion~100%Filesystem~100%Agent Discovery~100%Writing & Editing~80%Spreadsheets~72%
pypi:markitdown-directory-mcp · local packagepublished 4 mo ago
macrocosmos-mcpMCP serverMCP
by Macrocosmos AI
Unknown

MCP server for integrating Macrocosmos SN13 social media data into Claude Desktop and Cursor

Model AccessSocial Media~86%
pypi:macrocosmos-mcp · local packagepublished 3 mo ago
lutflow-mcpMCP serverMCP
Unknown

MCP Server for Lutflow — AI FinOps tools for IDEs

Model Access~91%CI/CD & Deploy~78%
pypi:lutflow-mcp · local packagepublished 6 mo ago
llm-wrapper-mcp-serverMCP serverMCP
Unknown

Wrap a call to any remote LLM model and expose it as an MCP server tool to allow your main model to communicate with other models.

Model Access~89%
pypi:llm-wrapper-mcp-server · local packagepublished 1 y ago
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Aliases

ai, llm, model