MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
A hands-on Apache Kafka project focused on building a strong understanding of real-time event streaming and event-driven communication. The project covers Kafka topics, producers, consumers, brokers,
SkillApache-2.0Few starsNo key
Local test runner for vibe coding and AI coding agents. Run tests, find likely test gaps, and hand concise failure reports to Claude Code, Codex or Cursor.
PythonApache-2.0★ 2Few starsNo key
mongodb-memory-server (MMS) version pinning via the pnpm catalog, mandatory vitest timeouts, and the new-package checklist.
OfficialRuleApache-2.0★ 415 in collectionNo key
Property-based reliability testing for tool-using AI agents under partial failures.
PythonApache-2.0★ 1Few starsNo key
Production-grade multi-agent workflow orchestrator built with LangGraph, MCP (Model Context Protocol), A2A protocol, and PostgreSQL+pgvector. Features supervisor hub-and-spoke routing, human-in-the-lo
SkillApache-2.0★ 7No key
Budget-native multi-model coding agent with live steering, local Ollama, and trusted MCP tools.
PythonApache-2.0★ 1Few starsNo key
Accountability infrastructure for long-running AI agents. Self-hosted MCP server: identity, claims and evidence, review, outcomes, and reconstruction across agent runtimes.
SkillApache-2.0★ 5No key
Run Claude Code reviews, rescues, and thread transfers from inside Codex.
SkillApache-2.0★ 1Few starsNo key
Agentic test automation skills for test case authoring, context, intent, self healing, failure classification, guardrails and progressive context disclosure
SkillApache-2.0★ 1Few starsNo key
Generates a test suite from acceptance criteria, then converges code against it with an agent that never sees those criteria.
PythonApache-2.0★ 16No key
Federated, evidence-first retrieval for personal AI agents
GoApache-2.0★ 1Few starsNo key
AI agent interaction security framework and MCP Tool Gateway — declared trust boundaries, signed two-key approvals, runtime reconciliation
PythonApache-2.0Few starsNo key
Test databases created via withDevDatabase() from @prisma next/test utils use pglite (an in memory PostgreSQL implementation via @prisma/dev ). Pglite does not support PostgreSQL extensions like pgvec
OfficialRuleApache-2.0★ 415 in collectionNo key
Tests must be readable by context (BDD-style grouping)
OfficialRuleApache-2.0★ 415 in collectionNo key
The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant — blast radius, tests-to-run, qu
SkillApache-2.0★ 2.5kNo key
Persistent AI agent framework for Cloudflare Workers. Multi-tier memory, autonomous goals, dreaming cycles, MCP native.
SkillApache-2.0★ 3Few starsNo key
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
OfficialPythonApache-2.0★ 4.7kNo key
ariadne is an MCP (Model Context Protocol) server that provides AI agents with the ability to identify affected tests.
DockerApache-2.0★ 3Few starsNo key
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, m
SkillApache-2.0★ 27kNo key
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line.
SkillApache-2.0★ 4.5kNo key
Generate & validate ISO 20022 acmt.001 account management messages from Claude Desktop, Cursor & other MCP clients. Part of the ISO 20022 MCP Suite.
PythonApache-2.0★ 1Few starsNo key
Provenance, governed context, and code-impact analysis for coding agents.
PythonApache-2.0★ 3Few starsNo key
Content-aware output compression for AI coding assistants. 36 specialized processors cut CLI output tokens by 60-99% (git, pytest, npm, terraform, kubectl, docker, and more) without losing errors, dif
SkillApache-2.0★ 158No key
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