Model Context Protocol servers that extend AI capabilities
ricardofrancocustodio
Model Context Protocol server exposing selfcure's testability analysis (crawl + analyze + lint) to any MCP client — Claude Desktop, Cursor, VS Code, Claude Code, Windsurf, etc.
...moremjbeswick
Model Context Protocol server for XState: list machines, describe structure, Mermaid diagrams, test paths, validation, find references, setup() coverage, events, and state detail — over any workspace, no VS Code required.
...moreQAEverest
MCP server for QAEverest — generate AI-powered functional, API, UI & mobile test cases, plus security and performance checks, from inside Claude Code, Cursor, VS Code Copilot, or any MCP-compatible IDE.
...moreLocal code-memory graph for AI coding agents.
Versioned documentation registry and semantic search for AI tools and coding assistants.
mcpflo
Deterministic MCP test-fixture server for MCPFlo
axiodev
MCP server to launch & trade tokens on AgentPump (Solana bonding-curve launchpad) from AI agents. Trade graduated tokens on Raydium.
...moreandy_pham
MCP server tools for media content generation — SEO, script analysis via Gemini
okfgen contributors
Turn any repo, database, docs site, or open-data portal into an AI-ready Open Knowledge Format (OKF) knowledge graph — deterministically, no LLM required.
...moreModel Context Protocol (MCP) server for Ansys Lumerical through PyLumerical
tomaddai
MCP server that lets a +Ai entity read and update its own config (name, description, system prompt, model, effort).
clawdbotworker
Give Your Agent A Voice: x402 pay-per-call speech with 20 voices, 10 personas, 31 languages, granular speed and quality controls, OpenAI-shaped requests, and batch audio
...moreMake sense of what your AI agents did — local-first, MCP-native observability, trace replay & trajectory diff.