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GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
Conformance checker for MCP servers. Free, no key, verdicts recomputable and re-measured daily.
Domain security reconnaissance tools for AI agents via Model Context Protocol. 13 security tools — DNS, SSL, HTTP headers, email auth, port scan, propagation, reverse DNS, ASN/BGP, RDAP/WHOIS, subnet calc, and comprehensive security scan — callable from Claude Desktop and any MCP-compatible AI agent. Part of DechoNet. Every tool here is also a free web tool at dechonet.com — no sign-up, no API key — backed by error-fix guides. This package brings the same checks to AI agents.
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
MCP server for generating rough-draft project plans from natural-language prompts.
Accessibility and WCAG data for your own websites: fix lists, live checks, and fix validation.
AI title risk analysis for Florida real estate closing docs. Get an API key at curagent.io
Measured design systems decoded from 588 real products, for coding agents.
Nine read-only tools for Chapa developer Impact Profiles, history, badge verification, dimension explanations, profile comparisons, and embed snippets.
Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.
Micro-settled web content extraction and JSON schema validation utilities for AI agents and MCP clients, backed by the Bristlecone Logic API engine.
Discovery, OAuth, project operations, and exact project MCP handoff for Spala backend projects.
Latest versions, LTS windows, and EOL dates for 300+ products. Fresh ground truth for stale models.
Trust-check any dependency for agents: OpenSSF Scorecard, licenses, CVEs, deps. 7 ecosystems.
Generate synthetic random user data for testing, demos, and development without using real persona.
Shared error→fix knowledge base for AI coding agents. Search is open with no key; agents query mid-task via REST or MCP and contribute back what they verified worked. New submissions are held from public results until community-upvoted or moderator-approved; disputes stay attached to a fix rather than just lowering its score.
Finds real, maintained open-source repos that fit your project. MCP grounding for coding agents.
32 creative AI tools (18 free) for agents: generate, upscale, mockup, print, watermark.
Connect to the MCP Studio SDK MCP server. This server is connected to two sources: the MCP Studio SDK documentation and the GitHub sample application repos. These resources are great for individuals looking to embed MCP Studio SDK into their web applications, and need an easy way to connect to an MCP server that has access reliable resources for AI-assisted engineering workflows.
Generate and read PDFs for AI agents: a generate_pdf and a read_pdf tool, priced per document.
Keyless docs search so coding agents wire up RoxyAPI: every endpoint, param and SDK call.