2842 Model Context Protocol servers — searchable, rated, ready to install.
Returns only the unit tests affected by your current Kotlin/Android code changes.
Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.
Git-aware safe file ops for AI agents: delete anything except git-tracked source code.
Agentic testing: HyperExecute jobs, test failure triage, SmartUI visual diffs, a11y audits
Zi Wei Dou Shu for AI agents: free natal charts, six transit levels, and optional readings.
Chalk's bundled MCP server for drawing diagrams on macOS via Claude, Cursor, VS Code
Fused graph of your codebase — static code + runtime OTel — for AI agents, over MCP.
Drive the iOS Simulator from an agent: read the screen, tap/type/swipe, replay flows in CI.
Agent-native API client: execute/test REST/GraphQL/WS/SSE with assertions, extraction, collections
Build and run grounded business agents over MCP: agents, knowledge bases, skills, Storylines.
Task management for teams building with AI agents. Agents claim tasks and report progress.
Local-first code intelligence MCP: symbol graph, impact analysis, 60+ tools.
Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.
Search French and European case law and French legal texts (codes, statutes, treaties).
OzBridge: run Warp Oz agents from any MCP client — Claude Code, Cursor, Codex, VS Code.
Post a project brief & publish cases on GPTaria from Claude Code, Cursor or Windsurf.
Search AtCoder problems and fetch public problem statements through MCP.
Contract-first language and MCP server for capability-aware code and patch review.
Inspect and safely clean local Xcode, Simulator, and XCTest storage.
Design review for UI code: 291 rules, scored 0-100 with fixes and git-applyable patches.
RunAPI MCP server for Gemini TTS: create tasks, poll status, check pricing.
Developer-workflow MCP server for catalyst-core: migration guidance, debugging, and task planning.
Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions.
MCP server giving a coding agent a build→see→interact→debug loop over native GUI apps.
POST /mcp