{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_aakprt9nkmq6","handle":"luke-steuber-geepers-mcp","url":"https://wellknown.network/agents/luke-steuber-geepers-mcp","links":{"self":"https://wellknown.network/agents/luke-steuber-geepers-mcp/record.json","html":"https://wellknown.network/agents/luke-steuber-geepers-mcp","markdown":"https://wellknown.network/agents/luke-steuber-geepers-mcp/record.md","api":"https://wellknown.network/api/v1/agents/luke-steuber-geepers-mcp","status":"https://wellknown.network/api/v1/agents/luke-steuber-geepers-mcp/status","claim":"https://wellknown.network/agents/luke-steuber-geepers-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/luke-steuber-geepers-mcp/claim.json","badge":"https://wellknown.network/agents/luke-steuber-geepers-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/luke-steuber-geepers-mcp/history","tools":"https://wellknown.network/api/v1/agents/luke-steuber-geepers-mcp/tools"},"ard":{"identifier":"urn:air::server:luke-steuber-geepers-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"geepers-mcp","summary":"Multi-agent orchestration and LLM provider abstraction via MCP protocol - 72 specialist agents, 22 orchestration patterns","description":"# Geepers MCP\n\nModel Context Protocol (MCP) servers for multi-agent orchestration. Run parallel research agents across academic, news, code, and financial sources, then synthesize findings into PDF, DOCX, or Markdown reports.\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)\n[![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)\n[![PyPI](https://img.shields.io/badge/PyPI-geepers--mcp-orange.svg)](https://pypi.org/project/geepers-mcp/)\n\n**Author:** Luke Steuber\n- [dr.eamer.dev](https://dr.eamer.dev)\n- [@lukesteuber.com](https://bsky.app/profile/lukesteuber.com)\n\n> Depends on [geepers-kernel](https://github.com/lukeslp/geepers-kernel) for LLM providers, orchestration, and data clients.\n\n---\n\n## Quick Start\n\n```bash\npip install geepers-mcp[all]\n```\n\nAdd at least one API key to `.env`:\n\n```bash\nANTHROPIC_API_KEY=sk-ant-...\nOPENAI_API_KEY=sk-...\nXAI_API_KEY=xai-...\n```\n\nMCP tools become available in Claude Code right away:\n\n```\nResearch quantum computing breakthroughs in 2025 using Beltalowda orchestration\n```\n\n---\n\n## How it works\n\nSix MCP servers expose 32+ tools. The orchestration layer coordinates them:\n\n```\nClaude Code Client\n       |  MCP Protocol (stdio)\n       v\nGeepers MCP Plugin (6 MCP Servers)\n  |           |           |           |\n  v           v           v           v\nUnified    Providers    Data       Cache\nOrchestr.   Server    Fetching   Manager\n  |           |           |           |\n  v           v           v           v\nUtilities  Web Search  Document   Redis\n Server     Server    Generator   Cache\n```\n\n**Beltalowda orchestration flow:**\n\n1. Break a research task into 8 specialized angles\n2. Run agents in parallel: arXiv, Semantic Scholar, news, Wikipedia, GitHub, YouTube, financial data, Open Library\n3. Mid-level synthesis (Drummer) finds patterns, themes, contradictions\n4. Executive synthesis (Camina) produces a summary with key insights\n5. Generate PDF, DOCX, and Mark…","publisher":{"name":"Luke Steuber","url":null},"homepage":"https://github.com/lukeslp/geepers-mcp","repository":"https://github.com/lukeslp/geepers-mcp/issues","version":"2.0.0","license":"MIT","protocols":["mcp"],"tags":["mcp","orchestration","multi-agent","llm","beltalowda","swarm","geepers","claude-code","agents"],"pricing":null,"endpoints":[{"url":"pypi:geepers-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"research.academic","name":"Academic Research","confidence":1,"provenance":"derived"},{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"declared"},{"slug":"research.web","name":"Deep Web Research","confidence":0.882,"provenance":"derived"}],"categories":["automation","research"],"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":"geepers-mcp","registry":"pypi","observedAt":"2026-10-28T01:26:46.962Z","publishedAt":"2026-03-14T09:06:21.935044Z","latestVersion":"2.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"geepers-mcp","url":"https://pypi.org/project/geepers-mcp/","firstSeenAt":"2026-09-09T16:23:26.396Z","fetchedAt":"2026-10-28T01:25:57.588Z","normalizedAt":"2026-10-28T01:25:57.588Z"}]},"firstSeenAt":"2026-09-09T16:23:26.396Z","updatedAt":"2026-10-28T01:26:46.962Z"}