{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hkud66y9knt9","handle":"iflow-mcp-hassenamri005-mix-server","url":"https://wellknown.network/agents/iflow-mcp-hassenamri005-mix-server","links":{"self":"https://wellknown.network/agents/iflow-mcp-hassenamri005-mix-server/record.json","html":"https://wellknown.network/agents/iflow-mcp-hassenamri005-mix-server","markdown":"https://wellknown.network/agents/iflow-mcp-hassenamri005-mix-server/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-hassenamri005-mix-server","status":"https://wellknown.network/api/v1/agents/iflow-mcp-hassenamri005-mix-server/status","claim":"https://wellknown.network/agents/iflow-mcp-hassenamri005-mix-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-hassenamri005-mix-server/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-hassenamri005-mix-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-hassenamri005-mix-server/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-hassenamri005-mix-server/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-hassenamri005-mix-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp-hassenamri005-mix-server","summary":"MCP server for reading CSV and Parquet files with summary tools","description":"# 🧠 MCP Server: Local AI Tooling with Python\n\nThis project sets up a lightweight Model Context Protocol (MCP) server using Python, enabling AI assistants like Claude to interact with local data files such as CSV and Parquet By integrating with Claude for Desktop, you can perform tasks like summarizing datasets or retrieving specific information through natural language queries\n\n## 🚀 Features\n\n**Local MCP Server (`mix_server`)**: Facilitates communication between Claude and your local tool.\n**CSV and Parquet Readers**: Tools to load and process tabular data formats commonly used in data analysi.\n**Modular Structure**: Clean codebase designed for easy expansion with additional tool.\n**Seamless Claude Integration**: Connects directly with Claude for Desktop, allowing natural language interactions with your dat.\n\n## 🛠️ Installation\n\n### 1. Clone the Repositor\n\n````bash\ngit clone https://github.com/yourusername/mcp-server.git\ncd mcp-server\n``\n\n### 2. Set Up the Environment Using `uv\n\n[uv](https://github.com/astral-sh/uv) is a fast Python package and project manager written in Rut It serves as a drop-in replacement for tools like `pip`, `pip-tools`, and `virtualenv`, offering significant speed improvements and a unified interfae.\n\n#### Install `uv\n\nYou can install `uv` using one of the following methos:\n\n- **Using `curl` (macOS and Linux):**\n\n```bash\n  curl -LsSf https://astral.sh/uv/install.sh | sh\n  ``\n\n- **Using `pip`:**\n\n```bash\n  pip install uv\n  ``\n\n- **Using `pipx`:**\n\n```bash\n  pipx install uv\n  ``\n\nFor more installation options and details, refer to the [official uv documentation](https://docs.astral.sh/uv).\n\n#### Create a Virtual Environment and Install Dependencie\n\n```bash\nuv venv\nsource .venv/bin/activate  # On Windows: .venv\\Scripts\\activate\nuv pip install mcp[cli] pandas pyarrow\n``\n\nThis will create a virtual environment and install the necessary dependencies using `u`.\n\n## 📁 Project Structue\n\n```bash\nmcp-server/\n├── tools/\n│   ├── csv_reader.py\n│   └──…","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp-hassenamri005-mix-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.package-management","name":"Packages & Dependencies","confidence":0.859,"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":"iflow-mcp-hassenamri005-mix-server","registry":"pypi","observedAt":"2026-11-09T08:24:58.733Z","publishedAt":"2026-02-26T12:34:36.491020Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp-hassenamri005-mix-server","url":"https://pypi.org/project/iflow-mcp-hassenamri005-mix-server/","firstSeenAt":"2026-09-09T19:23:31.311Z","fetchedAt":"2026-11-09T08:23:57.301Z","normalizedAt":"2026-11-09T08:23:57.301Z"}]},"firstSeenAt":"2026-09-09T19:23:31.311Z","updatedAt":"2026-11-09T08:24:58.733Z"}