{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_zjcp5avs99t2","handle":"finbrain-mcp","url":"https://wellknown.network/agents/finbrain-mcp","links":{"self":"https://wellknown.network/agents/finbrain-mcp/record.json","html":"https://wellknown.network/agents/finbrain-mcp","markdown":"https://wellknown.network/agents/finbrain-mcp/record.md","api":"https://wellknown.network/api/v1/agents/finbrain-mcp","status":"https://wellknown.network/api/v1/agents/finbrain-mcp/status","claim":"https://wellknown.network/agents/finbrain-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/finbrain-mcp/claim.json","badge":"https://wellknown.network/agents/finbrain-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/finbrain-mcp/history","tools":"https://wellknown.network/api/v1/agents/finbrain-mcp/tools"},"ard":{"identifier":"urn:air::server:finbrain-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"finbrain-mcp","summary":"Open-source FinBrain MCP server (SDK-first via finbrain-python)","description":"# FinBrain MCP&nbsp;<!-- omit in toc -->\n\n[![PyPI version](https://img.shields.io/pypi/v/finbrain-mcp.svg)](https://pypi.org/project/finbrain-mcp/)\n[![CI](https://github.com/ahmetsbilgin/finbrain-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/ahmetsbilgin/finbrain-mcp/actions/workflows/ci.yml)\n[![License](https://img.shields.io/badge/license-MIT-brightgreen)](LICENSE)\n\n> **Requires Python 3.10+**\n\nA **Model Context Protocol (MCP)** server that exposes FinBrain datasets to AI clients (Claude Desktop, VS Code MCP extensions, etc.) via simple tools.\nBacked by the official **`finbrain-python`** SDK (v2 API).\n\n- Package name: **`finbrain-mcp`**\n\n- CLI entrypoint: **`finbrain-mcp`**\n\n- Documentation: **[finbrain.tech/integrations/mcp](https://finbrain.tech/integrations/mcp/)**\n\n----------\n\n## Features\n\n### AI-Powered Price Predictions\n\nAccess FinBrain's machine learning price forecasts with daily (10-day) and monthly (12-month) horizons. Includes mean predictions with 95% confidence intervals.\n\n### News & Sentiment Analysis\n\nBrowse recent news articles for any ticker, or track aggregated daily sentiment scores over time. Screen news across all tracked stocks.\n\n### Alternative Data\n\n- **LinkedIn Metrics** — Employee count and follower trends as company health indicators\n- **App Store Ratings** — Mobile app performance data for consumer-facing companies\n- **Options Flow** — Put/call ratios and volume to gauge market positioning\n- **Reddit Mentions** — Ticker mention counts across subreddits, collected every 4 hours\n- **Government Contracts** — U.S. government contract awards from USAspending.gov\n- **Patent Filings** — USPTO granted patents mapped to tickers by corporate assignee, with CPC classification\n\n### Institutional & Insider Activity\n\n- **US Congress Trades** — Stock transactions disclosed by House representatives and Senators, with the transaction date and the public disclosure date (so you can measure reporting lag), the beneficial owner of the traded…","publisher":null,"homepage":null,"repository":null,"version":"0.3.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:finbrain-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"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":"finbrain-mcp","registry":"pypi","observedAt":"2026-11-09T05:24:35.460Z","publishedAt":"2026-09-07T14:41:47.103942Z","latestVersion":"0.3.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"finbrain-mcp","url":"https://pypi.org/project/finbrain-mcp/","firstSeenAt":"2026-09-09T15:22:58.119Z","fetchedAt":"2026-11-09T05:23:02.431Z","normalizedAt":"2026-11-09T05:23:02.431Z"}]},"firstSeenAt":"2026-09-09T15:22:58.119Z","updatedAt":"2026-11-09T05:24:35.460Z"}