Ecosystem
MCP Ecosystem
Model Context Protocol servers, tool surfaces, and agent integration projects.
Atlas Beta
Model Context Protocol servers, tool surfaces, and agent integration projects.
Ecosystem
Model Context Protocol servers, tool surfaces, and agent integration projects.
Atlas Layer
Model Context Protocol servers, tool surfaces, and agent integration projects.
Browse indexed projects around MCP Ecosystem.
recommend Get RecommendationsGenerate an explainable shortlist for MCP Ecosystem.
graph Open GraphInspect relationships around affaan-m/ECC.
alternatives Find AlternativesFind replacements and adjacent options for affaan-m/ECC.
score Explain ScoreUnderstand why affaan-m/ECC has its Git.Top Score.
compare Compare OptionsCompare affaan-m/ECC and headroomlabs-ai/headroom.
Compare Path
Compare the strongest indexed projects in MCP Ecosystem before choosing a default.
Compare Path
Compare high-quality fallback candidates when the top project is not the right operational fit.
Journey
Start broad in MCP Ecosystem, then narrow to one project with score and graph evidence.
Journey
Follow graph relationships before deciding whether a project fits the stack.
Journey
Move from the top project to alternatives and a decision matrix.
mcp_server
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
mcp_server
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
mcp_server
The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]
mcp_server
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
mcp_server
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
mcp_server
SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.
mcp_server
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
mcp_server
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active