{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cya878cfhver","handle":"strata-mcp","url":"https://wellknown.network/agents/strata-mcp","links":{"self":"https://wellknown.network/agents/strata-mcp/record.json","html":"https://wellknown.network/agents/strata-mcp","markdown":"https://wellknown.network/agents/strata-mcp/record.md","api":"https://wellknown.network/api/v1/agents/strata-mcp","status":"https://wellknown.network/api/v1/agents/strata-mcp/status","claim":"https://wellknown.network/agents/strata-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/strata-mcp/claim.json","badge":"https://wellknown.network/agents/strata-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/strata-mcp/history","tools":"https://wellknown.network/api/v1/agents/strata-mcp/tools"},"ard":{"identifier":"urn:air::server:strata-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"strata-mcp","summary":null,"description":"<div align=\"center\">\n  <img width=\"1157\" height=\"365\" alt=\"image\" src=\"https://github.com/user-attachments/assets/d1db7ed7-1bc5-4d49-a858-c10be6003347\" />\n</div>\n\n[![Documentation](https://img.shields.io/badge/Documentation-📖-green)](https://www.klavis.ai/docs)\n[![Website](https://img.shields.io/badge/Website-🌐-purple)](https://www.klavis.ai)\n[![Discord](https://img.shields.io/badge/Discord-Join-7289DA?logo=discord&logoColor=white)](https://discord.gg/p7TuTEcssn)\n\n# Overview\n\n**Strata** is a unified MCP server that intelligently manages any tool across one or multiple applications, presenting them to AI agents progressively without overwhelming the model context.\n\n> [!TIP]\n> **🚀 Looking for production-ready solution?** We offer a **fully managed Strata service** with enterprise-grade performance, access to more features and advanced AI model optimizations. [Get started instantly →](https://www.klavis.ai/)\n\n**This repository contains our open-source implementation** - a streamlined version you can easily deploy as your MCP aggregation manager in your local infrastructure.\n\n### 🚀 The Problem We Solve\n\nImagine you have:\n- 📦 Dozens of MCP servers, each with dozens of tools\n- 🤖 AI models seeing 100s-1000s of tools at once\n- 📉 Degraded performance due to massive context\n\n### ✨ The Strata Solution\n\nInstead of flooding your AI model with hundreds of tools, Strata acts as an intelligent router:\n\n🔍 **Smart Discovery** → Only exposes a few essential tools to the model  \n🎯 **Progressive Access** → Finds and surfaces the right tool when needed  \n⚡ **Optimized Context** → Maintains peak model performance  \n🔗 **Seamless Integration** → Works with your existing MCP servers, and easy configuration  \n\n# Quick Start\n\n## Installation\n\n```bash\npipx install strata-mcp\n```\n\nOr with pip:\n```bash\npip install strata-mcp\n```\n\nFor development:\n```bash\npip install -e .\n```\n\n## Configure MCP Servers\n\nYou can configure your MCP servers by strata CLI tool. Or manually configure it in a …","publisher":null,"homepage":"https://www.klavis.ai/","repository":"https://github.com/Klavis-AI/klavis/issues","version":"1.0.2","license":"Apache-2.0","protocols":["mcp"],"tags":["ai","llm","mcp","model-context-protocol","router","tools"],"pricing":null,"endpoints":[{"url":"pypi:strata-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":0.825,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"strata-mcp","registry":"pypi","observedAt":"2026-11-04T01:24:57.207Z","publishedAt":"2025-10-28T01:50:30.415053Z","latestVersion":"1.0.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"strata-mcp","url":"https://pypi.org/project/strata-mcp/","firstSeenAt":"2026-09-10T13:19:52.146Z","fetchedAt":"2026-11-04T01:23:59.596Z","normalizedAt":"2026-11-04T01:23:59.596Z"}]},"firstSeenAt":"2026-09-10T13:19:52.146Z","updatedAt":"2026-11-04T01:24:57.207Z"}