{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hazn9rt44b5j","handle":"parlaibero-mcp","url":"https://wellknown.network/agents/parlaibero-mcp","links":{"self":"https://wellknown.network/agents/parlaibero-mcp/record.json","html":"https://wellknown.network/agents/parlaibero-mcp","markdown":"https://wellknown.network/agents/parlaibero-mcp/record.md","api":"https://wellknown.network/api/v1/agents/parlaibero-mcp","status":"https://wellknown.network/api/v1/agents/parlaibero-mcp/status","claim":"https://wellknown.network/agents/parlaibero-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/parlaibero-mcp/claim.json","badge":"https://wellknown.network/agents/parlaibero-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/parlaibero-mcp/history","tools":"https://wellknown.network/api/v1/agents/parlaibero-mcp/tools"},"ard":{"identifier":"urn:air::server:parlaibero-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"parlaibero-mcp","summary":"MCP server for ParlaIbero: plenary speeches from 16 Ibero-American parliaments, for AI agents","description":"# parlaibero-mcp\n\nAn [MCP](https://modelcontextprotocol.io) server that gives AI agents access to **ParlaIbero**:\n10 million plenary interventions from the lower or single chambers of 16 Ibero-American countries,\nlinked to their deputies, deposited in [Harvard Dataverse](https://dataverse.harvard.edu/dataverse/parlaibero)\n(CC BY 4.0, one DOI per country).\n\nThe server downloads each country's dataset once (MD5-verified, straight from Dataverse), loads it\ninto a local [DuckDB](https://duckdb.org) database and exposes tools to search, count and read it.\nNothing is sent anywhere: the only requests are plain GETs to Dataverse and, for the word network, to the\nDiarios Explorer's site for its expression tables.\n\n**New here?** The [tutorial](https://rodrodr.github.io/parlaibero-tools/#en) follows four complete studies, from the\nfirst request to the checks that change the conclusion, with real results, and has a card for each of the 31 tools\n([en español](https://rodrodr.github.io/parlaibero-tools/#es)).\n\n## Install\n\nYou need [uv](https://docs.astral.sh/uv/getting-started/installation/). The package is on\n[PyPI](https://pypi.org/project/parlaibero-mcp/); no clone is required. For the development version,\nreplace `parlaibero-mcp` with `--from \"git+https://github.com/rodrodr/parlaibero-tools#subdirectory=mcp\" parlaibero-mcp`.\n\n**Claude Code**\n\n```bash\nclaude mcp add parlaibero -s user -- uvx parlaibero-mcp\n```\n\n**Codex CLI**\n\n```bash\ncodex mcp add parlaibero -- uvx parlaibero-mcp\n```\n\n**ChatGPT desktop app** and **Codex** share one configuration (`~/.codex/config.toml`). The command above\nwrites it; or add by hand:\n\n```toml\n[mcp_servers.parlaibero]\ncommand = \"uvx\"\nargs = [\"parlaibero-mcp\"]\n```\n\nChatGPT on the web only accepts remote servers, so it cannot use this one.\n\n**OpenCode** (`~/.config/opencode/opencode.json`):\n\n```json\n{\n  \"mcp\": {\n    \"parlaibero\": { \"type\": \"local\", \"command\": [\"uvx\", \"parlaibero-mcp\"], \"enabled\": true }\n  }\n}\n```\n\n**Antigravity** (`~/.gemini/confi…","publisher":{"name":"Rodrigo Rodrigues-Silveira","url":null},"homepage":"https://rodrodr.github.io/parlaibero/","repository":"https://github.com/rodrodr/parlaibero-tools","version":"0.6.1","license":null,"protocols":["mcp"],"tags":["latin","america","portugal","spain","corpus","mcp","parliament","parliamentary","speeches"],"pricing":null,"endpoints":[{"url":"pypi:parlaibero-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"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":"parlaibero-mcp","registry":"pypi","observedAt":"2026-10-30T20:23:23.380Z","publishedAt":"2026-10-27T16:29:14.060267Z","latestVersion":"0.6.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"parlaibero-mcp","url":"https://pypi.org/project/parlaibero-mcp/","firstSeenAt":"2026-10-06T13:23:36.386Z","fetchedAt":"2026-10-30T20:22:10.757Z","normalizedAt":"2026-10-30T20:22:10.757Z"}]},"firstSeenAt":"2026-10-06T13:23:36.386Z","updatedAt":"2026-10-30T20:23:23.380Z"}