{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_bpwbdjebpevy","handle":"tcinvest-mcp-server","url":"https://wellknown.network/agents/tcinvest-mcp-server","links":{"self":"https://wellknown.network/agents/tcinvest-mcp-server/record.json","html":"https://wellknown.network/agents/tcinvest-mcp-server","markdown":"https://wellknown.network/agents/tcinvest-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/tcinvest-mcp-server","status":"https://wellknown.network/api/v1/agents/tcinvest-mcp-server/status","claim":"https://wellknown.network/agents/tcinvest-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/tcinvest-mcp-server/claim.json","badge":"https://wellknown.network/agents/tcinvest-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/tcinvest-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/tcinvest-mcp-server/tools"},"ard":{"identifier":"urn:air::server:tcinvest-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"tcinvest-mcp-server","summary":"A Model Context Protocol (MCP) server for TCInvest, enabling LLM-powered access to TCBS stock and bond data.","description":"# TCInvest MCP Server \n \nThis project is a Model Context Protocol (MCP) server for TCInvest, designed to help users build LLM-powered applications with real-time and historical stock and bond data from the TCBS APIs. The goal is to enable users to interact with financial data using large language models (LLMs), similar to how DeepSeek operates in the Chinese stock market—using LLMs to replace traditional brokers and provide intelligent, automated investment support. \n \n## Purpose \n- Enable seamless integration of LLMs (such as GPT, DeepSeek, etc.) with Vietnamese stock and bond data from TCBS. \n- Allow users to query, analyze, and visualize financial data using natural language. \n- Provide a foundation for building next-generation AI investment assistants and tools. \n- Continuously expand features and API coverage to support more financial products and use cases. \n \n## Features \n- Retrieve stock and bond data from the TCBS API \n- Loads configuration from a `.env` file \n- Logs activity to `app.log` \n- Designed for easy extension with new APIs and features \n \n## Project Structure \n``` \ntcinvest_mcp_server/ \n  __init__.py \n  __main__.py \n  constant.py \n  requirements.txt \n  server.py \n  api/ \n    __init__.py \n    client.py         # API client for TCBS endpoints \n  services/           # Business logic for tcinvest api will be added here \n    __init__.py \n    bond_trading.py \n  ... \n.env                # Environment variables (API key, base URL) \napp.log             # Log file \nPYTHON_SDK_README.md \nllms-full.txt \nREADME.md \n``` \n## Getting Started \n \n### Installation \n \n#### Install from PyPI \n \nTo install the package directly from PyPI, run: \n \n```bash \npip install tcinvest-mcp-server \n``` \n \n#### Install from Source \n \nAlternatively, clone the repository and install the dependencies manually: \n \n```bash \ngit clone https://github.com/hoangWiki/tcinvest_mcp_server.git \ncd tcinvest_mcp_server \npip install -r requirements.txt \n``` \n \n### Configuration \n \nSet up your env…","publisher":null,"homepage":null,"repository":null,"version":"0.1.3","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:tcinvest-mcp-server","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.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"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":"tcinvest-mcp-server","registry":"pypi","observedAt":"2026-11-04T02:26:19.574Z","publishedAt":"2025-05-11T18:24:12.044864Z","latestVersion":"0.1.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"tcinvest-mcp-server","url":"https://pypi.org/project/tcinvest-mcp-server/","firstSeenAt":"2026-09-10T13:21:01.464Z","fetchedAt":"2026-11-04T02:24:30.448Z","normalizedAt":"2026-11-04T02:24:30.448Z"}]},"firstSeenAt":"2026-09-10T13:21:01.464Z","updatedAt":"2026-11-04T02:26:19.574Z"}