Agent Trust Lab · Product Profile v2 catalog

Browse the agent-tool surface.

Browse 36 canonical product identities with explicit source provenance, evidence status, and bounded unknowns. A product may appear in multiple presentation groups without creating duplicate identity.

36Canonical products
27Richer profiles
23Evidence tested
6Not yet tested

36 products shown

Evidence Tested

MCP Servers · Evidence Tested

Cloudflare Docs MCP

Cloudflare’s public documentation MCP server for agent-facing documentation lookup.
Evidence Tested
MCP Servers · Evidence Tested

Context7

A documentation retrieval MCP service that resolves libraries and retrieves current documentation and examples.
Evidence Tested
MCP Servers · Evidence Tested

data.gouv.fr MCP

A public MCP surface for searching and retrieving French open-data catalog information.
Evidence Tested
MCP Servers · Evidence Tested

DeepWiki

A hosted MCP surface for asking questions about public GitHub repositories and exploring repository documentation.
Evidence Tested
MCP Servers · Evidence Tested

DEX Paprika MCP

A version-bound DEX Paprika MCP source snapshot represented in the existing independent evidence corpus.
Evidence Tested
MCP Servers · Evidence Tested

Exa MCP

Exa’s MCP server for web search, content retrieval, and research-oriented discovery.
Evidence Tested
MCP Servers · Evidence Tested

GitMCP

A public MCP service that exposes GitHub repository documentation and code-search capabilities.
Evidence Tested
MCP Servers · Evidence Tested

Google Maps MCP

A version-bound Google Maps MCP source snapshot represented in the existing independent evidence corpus.
Evidence Tested
MCP Servers · Evidence Tested

Huge Icons

A version-bound icon-search MCP evidence subject from the existing independent corpus.
Evidence Tested
MCP Servers · Evidence Tested

Medical Calculator MCP

A version-bound medical-calculation MCP evidence subject from the existing independent corpus.
Evidence Tested
MCP Servers · Evidence Tested

Metropolitan Museum MCP

A public-API-backed museum collection MCP source snapshot represented in the existing independent evidence corpus.
Evidence Tested
MCP Servers · Evidence Tested

National Parks MCP

A public-API-backed National Park Service MCP source snapshot represented in the existing independent evidence corpus.
Evidence Tested
MCP Servers · Evidence Tested

NixOS MCP

A version-bound NixOS package, option, channel, and statistics MCP source snapshot.
Evidence Tested
MCP Servers · Evidence Tested

OKX Exchange MCP

A version-bound exchange-data MCP evidence subject from the existing independent corpus.
Evidence Tested
MCP Servers · Evidence Tested

Reddit MCP

A version-bound Reddit MCP evidence subject from the existing independent corpus.
Evidence Tested
MCP Servers · Evidence Tested

Scientific Computing MCP

A version-bound scientific-computing MCP evidence subject from the existing independent corpus.
Evidence Tested
MCP Servers · Evidence Tested

Wikipedia MCP

A public-knowledge MCP evidence subject for Wikipedia search and article retrieval.
Evidence Tested
MCP Servers · Evidence Tested

Microsoft Learn MCP

Microsoft Learn’s public MCP documentation surface for technical learning content.
Evidence Tested
MCP Servers · Evidence Tested

Microsoft Release Communications MCP

Microsoft’s public MCP surface for Microsoft 365 release communication information.
Evidence Tested
MCP Servers · Evidence Tested

UK Premises Licence MCP

An evidence-oriented MCP for UK premises-licensing source status, authority support, and bounded decision workflows.
Evidence Tested
MCP Servers · Evidence Tested

Playwright MCP

Microsoft’s MCP server for browser automation through structured accessibility snapshots.
Evidence Tested
MCP Servers · Evidence Tested

UK Taxi / PHV Regulatory Decision Layer

An evidence-oriented MCP for bounded UK taxi and private-hire licensing decision workflows.
Evidence Tested
Developer Infrastructure · Evidence Tested

MCP Selection Lab

A benchmark and scan toolkit for investigating how agents choose among MCP tools.
Evidence Tested

MCP Servers

MCP Servers · Evidence Tested

Cloudflare Docs MCP

Cloudflare’s public documentation MCP server for agent-facing documentation lookup.
Evidence Tested
MCP Servers · Evidence Tested

Context7

A documentation retrieval MCP service that resolves libraries and retrieves current documentation and examples.
Evidence Tested
MCP Servers · Evidence Tested

data.gouv.fr MCP

A public MCP surface for searching and retrieving French open-data catalog information.
Evidence Tested
MCP Servers · Evidence Tested

DeepWiki

A hosted MCP surface for asking questions about public GitHub repositories and exploring repository documentation.
Evidence Tested
MCP Servers · Evidence Tested

DEX Paprika MCP

A version-bound DEX Paprika MCP source snapshot represented in the existing independent evidence corpus.
Evidence Tested
MCP Servers · Evidence Tested

Exa MCP

Exa’s MCP server for web search, content retrieval, and research-oriented discovery.
Evidence Tested
MCP Servers · Evidence Tested

GitMCP

A public MCP service that exposes GitHub repository documentation and code-search capabilities.
Evidence Tested
MCP Servers · Evidence Tested

Google Maps MCP

A version-bound Google Maps MCP source snapshot represented in the existing independent evidence corpus.
Evidence Tested
MCP Servers · Evidence Tested

Huge Icons

A version-bound icon-search MCP evidence subject from the existing independent corpus.
Evidence Tested
MCP Servers · Evidence Tested

Medical Calculator MCP

A version-bound medical-calculation MCP evidence subject from the existing independent corpus.
Evidence Tested
MCP Servers · Evidence Tested

Metropolitan Museum MCP

A public-API-backed museum collection MCP source snapshot represented in the existing independent evidence corpus.
Evidence Tested
MCP Servers · Evidence Tested

National Parks MCP

A public-API-backed National Park Service MCP source snapshot represented in the existing independent evidence corpus.
Evidence Tested
MCP Servers · Evidence Tested

NixOS MCP

A version-bound NixOS package, option, channel, and statistics MCP source snapshot.
Evidence Tested
MCP Servers · Evidence Tested

OKX Exchange MCP

A version-bound exchange-data MCP evidence subject from the existing independent corpus.
Evidence Tested
MCP Servers · Evidence Tested

Reddit MCP

A version-bound Reddit MCP evidence subject from the existing independent corpus.
Evidence Tested
MCP Servers · Evidence Tested

Scientific Computing MCP

A version-bound scientific-computing MCP evidence subject from the existing independent corpus.
Evidence Tested
MCP Servers · Evidence Tested

Wikipedia MCP

A public-knowledge MCP evidence subject for Wikipedia search and article retrieval.
Evidence Tested
MCP Servers · Evidence Tested

Microsoft Learn MCP

Microsoft Learn’s public MCP documentation surface for technical learning content.
Evidence Tested
MCP Servers · Evidence Tested

Microsoft Release Communications MCP

Microsoft’s public MCP surface for Microsoft 365 release communication information.
Evidence Tested
MCP Servers · Evidence Tested

UK Premises Licence MCP

An evidence-oriented MCP for UK premises-licensing source status, authority support, and bounded decision workflows.
Evidence Tested
MCP Servers · Profile Verified

GitHub MCP Server

GitHub’s official MCP server for repository, issue, pull-request, and related GitHub workflows.
Profile Verified
MCP Servers · Evidence Tested

Playwright MCP

Microsoft’s MCP server for browser automation through structured accessibility snapshots.
Evidence Tested
MCP Servers · Profile Verified

Sentry MCP

Sentry’s MCP service and server package for agent-facing error, issue, trace, and project workflows.
Profile Verified
MCP Servers · Evidence Tested

UK Taxi / PHV Regulatory Decision Layer

An evidence-oriented MCP for bounded UK taxi and private-hire licensing decision workflows.
Evidence Tested

Agent Tools

Agent Tools · Not Yet Tested

Stripe Agent Toolkit

Stripe’s toolkit for exposing Stripe capabilities to agents, including MCP-format tools and a hosted remote MCP server.
Not Yet Tested
Agent Tools · Not Yet Tested

LangChain MCP Adapters

LangChain’s adapter layer for loading MCP server tools into LangChain agents.
Not Yet Tested
Agent Tools · Not Yet Tested

OpenAI Agents SDK

OpenAI’s Python SDK for building agents with tools, handoffs, guardrails, tracing, and MCP integrations.
Not Yet Tested
Agent Tools · Not Yet Tested

PydanticAI

A Python agent framework with MCP capabilities and toolset abstractions for local and remote MCP servers.
Not Yet Tested

Developer Infrastructure

Developer Infrastructure · Profile Verified

Docker MCP Gateway

Docker’s open-source gateway and CLI plugin for running and orchestrating MCP servers in containers.
Profile Verified
Developer Infrastructure · Profile Verified

MCP Python SDK

The official Python SDK for building MCP servers and clients.
Profile Verified
Developer Infrastructure · Profile Verified

MCP TypeScript SDK

The official TypeScript SDK for building MCP clients and servers.
Profile Verified
Developer Infrastructure · Profile Verified

MCP Inspector

The official developer tool for inspecting and connecting to MCP servers.
Profile Verified
Developer Infrastructure · Not Yet Tested

FastMCP

A Python framework for building and composing MCP servers and clients.
Not Yet Tested
Developer Infrastructure · Not Yet Tested

MCP Registry

The official registry service and repository for discovering and publishing MCP server metadata.
Not Yet Tested
Developer Infrastructure · Evidence Tested

MCP Selection Lab

A benchmark and scan toolkit for investigating how agents choose among MCP tools.
Evidence Tested
Developer Infrastructure · Profile Verified

Agent Trust Lab

The public platform for version-bound Trust Profiles, evidence records, and agent/MCP catalog browsing.
Profile Verified

Recently Added

MCP Servers · Profile Verified

GitHub MCP Server

GitHub’s official MCP server for repository, issue, pull-request, and related GitHub workflows.
Profile Verified
MCP Servers · Evidence Tested

Playwright MCP

Microsoft’s MCP server for browser automation through structured accessibility snapshots.
Evidence Tested
MCP Servers · Profile Verified

Sentry MCP

Sentry’s MCP service and server package for agent-facing error, issue, trace, and project workflows.
Profile Verified
Developer Infrastructure · Profile Verified

Docker MCP Gateway

Docker’s open-source gateway and CLI plugin for running and orchestrating MCP servers in containers.
Profile Verified
Developer Infrastructure · Profile Verified

MCP Python SDK

The official Python SDK for building MCP servers and clients.
Profile Verified
Developer Infrastructure · Profile Verified

MCP TypeScript SDK

The official TypeScript SDK for building MCP clients and servers.
Profile Verified
Developer Infrastructure · Profile Verified

MCP Inspector

The official developer tool for inspecting and connecting to MCP servers.
Profile Verified
Developer Infrastructure · Not Yet Tested

FastMCP

A Python framework for building and composing MCP servers and clients.
Not Yet Tested
Agent Tools · Not Yet Tested

Stripe Agent Toolkit

Stripe’s toolkit for exposing Stripe capabilities to agents, including MCP-format tools and a hosted remote MCP server.
Not Yet Tested
Agent Tools · Not Yet Tested

LangChain MCP Adapters

LangChain’s adapter layer for loading MCP server tools into LangChain agents.
Not Yet Tested
Agent Tools · Not Yet Tested

OpenAI Agents SDK

OpenAI’s Python SDK for building agents with tools, handoffs, guardrails, tracing, and MCP integrations.
Not Yet Tested
Agent Tools · Not Yet Tested

PydanticAI

A Python agent framework with MCP capabilities and toolset abstractions for local and remote MCP servers.
Not Yet Tested
Developer Infrastructure · Not Yet Tested

MCP Registry

The official registry service and repository for discovering and publishing MCP server metadata.
Not Yet Tested

Independent MCP Selection Evaluation — US$249

Commercial evaluation remains a separate manual qualification path. Catalog presence, profile verification, and evidence state do not imply certification, ranking, or a guaranteed evaluation outcome.

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