{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_wxggh3f4pazv","handle":"freeplay-mcp","url":"https://wellknown.network/agents/freeplay-mcp","links":{"self":"https://wellknown.network/agents/freeplay-mcp/record.json","html":"https://wellknown.network/agents/freeplay-mcp","markdown":"https://wellknown.network/agents/freeplay-mcp/record.md","api":"https://wellknown.network/api/v1/agents/freeplay-mcp","status":"https://wellknown.network/api/v1/agents/freeplay-mcp/status","claim":"https://wellknown.network/agents/freeplay-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/freeplay-mcp/claim.json","badge":"https://wellknown.network/agents/freeplay-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/freeplay-mcp/history","tools":"https://wellknown.network/api/v1/agents/freeplay-mcp/tools"},"ard":{"identifier":"urn:air::server:freeplay-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"freeplay-mcp","summary":"A Model Context Protocol server for Freeplay, the ops platform for AI engineering teams","description":"# Freeplay MCP Server\n\nAn MCP (Model Context Protocol) server that enables AI agents to interact with [Freeplay](https://freeplay.ai), the ops\nplatform for AI engineering teams.\n\nUse it to analyze production logs, identify quality issues, iterate on prompts and agents using real data, and run\nexperiments to validate changes before deploying.\n\n## ⚠️ EXPERIMENTAL\n\n**This MCP server is an *experimental release* and will change.** Use at your own risk and keep an eye on what your\nagents are doing.\n\nCurrent limitations:\n\n- Does not support deployment operations or destructive deletion actions — use the Freeplay UI\n- Uses your regular Freeplay API key (not specially scoped to limit access for agents)\n\n**Security warning:** Because this uses your full API key, an agent could extract the key and formulate its own API\ncalls outside the scope of the tools included with this MCP server, including destructive actions against your Freeplay\naccount.\n\nAdditionally, all MCP servers share a security context within the host, enabling data exfiltration, prompt injection\nacross tools, and cross-server data access.\n\nOnly use this with agents and MCP servers you fully trust.\n\n---\n\n## Installation\n\n### Claude Code\n\nIf using Claude Code, it is recommended to use the freeplay-plugin, which includes skills and this MCP \nserver: https://github.com/freeplayai/freeplay-plugin.\n\nThe simplest way to install only the Freeplay MCP server is via `uvx`:\n\n```shell\nclaude mcp add freeplay -- uvx freeplay-mcp\n```\n\nSet your API key in your MCP client process:\n\n```shell\nexport FREEPLAY_API_KEY=\"your-api-key\"\nexport FREEPLAY_BASE_URL=\"https://app.freeplay.ai\"\n```\n\nStart Claude Code and run `/mcp` to check installation.\n\n### Claude Desktop\n\nAdd to your Claude Desktop config (`~/Library/Application Support/Claude/claude_desktop_config.json` on macOS):\n\n```json\n{\n   \"mcpServers\": {\n      \"freeplay\": {\n         \"command\": \"uvx\",\n         \"args\": [\n            \"freeplay-mcp\"\n         ],\n         \"env\": {\n     …","publisher":null,"homepage":"https://docs.freeplay.ai","repository":"https://github.com/freeplayai/freeplay-mcp/issues","version":"0.0.6","license":null,"protocols":["mcp"],"tags":["ai","freeplay","llm","mcp","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:freeplay-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"ai.prompting","name":"Prompt Management","confidence":0.791,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"}],"categories":["ai","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":"freeplay-mcp","registry":"pypi","observedAt":"2026-09-15T15:24:26.331Z","publishedAt":"2026-03-05T20:41:13.567129Z","latestVersion":"0.0.6"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"freeplay-mcp","url":"https://pypi.org/project/freeplay-mcp/","firstSeenAt":"2026-09-09T15:23:45.675Z","fetchedAt":"2026-09-15T15:22:14.269Z","normalizedAt":"2026-09-15T15:22:14.269Z"}]},"firstSeenAt":"2026-09-09T15:23:45.675Z","updatedAt":"2026-09-15T15:24:26.331Z"}