{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_re23kravsmcm","handle":"mcp-console","url":"https://wellknown.network/agents/mcp-console","links":{"self":"https://wellknown.network/agents/mcp-console/record.json","html":"https://wellknown.network/agents/mcp-console","markdown":"https://wellknown.network/agents/mcp-console/record.md","api":"https://wellknown.network/api/v1/agents/mcp-console","status":"https://wellknown.network/api/v1/agents/mcp-console/status","claim":"https://wellknown.network/agents/mcp-console/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-console/claim.json","badge":"https://wellknown.network/agents/mcp-console/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-console/history","tools":"https://wellknown.network/api/v1/agents/mcp-console/tools"},"ard":{"identifier":"urn:air::server:mcp-console","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-console","summary":"Persistent R, Python, and SQL sessions for MCP clients","description":"# MCP Console\n\nAn interactive workbench for agents working with data in R, Python, and SQL.\n\nLoad data once, explore questions, refine plots, read help, and debug code with objects and models still in memory.\nUse one language or combine them in the same process, without intermediate files.\n\nCode runs in an [OS-level sandbox](docs/SANDBOX.md) by default.\nConsole prepares environments and packages automatically; no Console configuration file is required.\nIt works with MCP-compatible clients such as Codex and Claude Code and does not depend on a particular model provider.\n\n**Development preview:** interfaces may change.\nmacOS, Linux, and Windows x64 are supported.\n\n## Quickstart\n\nInstall [uv](https://docs.astral.sh/uv/getting-started/installation/), then install Console:\n\n```sh\nuv tool install mcp-console\n```\n\n[Get started](docs/getting-started.qmd) covers platform prerequisites, optional R installation, and client setup.\n[Build from source](docs/BUILD_FROM_SOURCE.md) covers the development version.\n\nRegister Console with your client:\n\n```sh\nmcp-console configure-client codex\n# Or: mcp-console configure-client claude\n```\n\nThis registers Console globally, configures the client to launch `uvx mcp-console serve`, and loads Console tools up front.\nAdd `--directory .` to register it for the current directory instead.\nUse `--dry-run` to preview the settings or `--no-auto-load` to keep the client's default tool discovery.\nYou can also start with `uvx mcp-console configure-client codex claude` to configure both clients without first installing Console.\nUse `--pin-version VERSION` to select the Console version resolved by uvx, or `--no-uvx` to configure an absolute executable path.\n`--pin-version current` pins the version running setup.\nSee [client setup](docs/getting-started.qmd#connect-your-client) for project/global scope and other clients.\nRun the client and Console on the same host, with the client's shell and filesystem tools using the same workspace.\n\nAsk your agent:\n\n>…","publisher":null,"homepage":"https://github.com/t-kalinowski/mcp-console","repository":"https://github.com/t-kalinowski/mcp-console","version":"0.0.6","license":null,"protocols":["mcp"],"tags":["mcp","r","python","sql","duckdb"],"pricing":null,"endpoints":[{"url":"pypi:mcp-console","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":"dev.filesystem","name":"Filesystem","confidence":1,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"ai.agent-discovery","name":"Agent Discovery","confidence":0.882,"provenance":"derived"}],"categories":["ai","data","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":"mcp-console","registry":"pypi","observedAt":"2026-11-03T12:28:08.172Z","publishedAt":"2026-10-23T03:20:06.833037Z","latestVersion":"0.0.6"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-console","url":"https://pypi.org/project/mcp-console/","firstSeenAt":"2026-09-22T04:26:20.068Z","fetchedAt":"2026-11-03T12:27:32.892Z","normalizedAt":"2026-11-03T12:27:32.892Z"}]},"firstSeenAt":"2026-09-22T04:26:20.068Z","updatedAt":"2026-11-03T12:28:08.172Z"}