{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_agxhxhs62f8p","handle":"nwb-mcp-server","url":"https://wellknown.network/agents/nwb-mcp-server","links":{"self":"https://wellknown.network/agents/nwb-mcp-server/record.json","html":"https://wellknown.network/agents/nwb-mcp-server","markdown":"https://wellknown.network/agents/nwb-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/nwb-mcp-server","status":"https://wellknown.network/api/v1/agents/nwb-mcp-server/status","claim":"https://wellknown.network/agents/nwb-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/nwb-mcp-server/claim.json","badge":"https://wellknown.network/agents/nwb-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/nwb-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/nwb-mcp-server/tools"},"ard":{"identifier":"urn:air::server:nwb-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"nwb-mcp-server","summary":"An MCP server for accessing NWB (Neurodata Without Borders) files, providing AI agents with easy access to neuroscience data.","description":"# NWB Model Context Protocol (MCP) Server\n\nAn MCP server for accessing NWB (Neurodata Without Borders) files, providing AI agents easy access to neuroscience data.\n\n## Features\n- 🚀 Rapid exploration of new datasets\n- 🗂️ Automatically-generated analysis reports\n- 🧠 Prompt templates instruct agents to get the most from the tools\n- 💡 \"No Code\" mode allows analysis without modifying the local filesystem\n- ⚡️ Uses [lazynwb](https://github.com/NeurodataWithoutBorders/lazynwb) for efficient data access across multiple NWB files\n- ☁️ Supports local and cloud data (e.g. on AWS S3)\n- 🔒 Read-only access to NWB data\n- 🛠️ Easy setup\n\n## Requirements\n\n### 1. uv\n[`uv`](https://github.com/astral-sh/uv#readme) is used to run the server with the required dependencies, in an isolated virtual environment.\n\nSee the [uv installation guide](https://docs.astral.sh/uv/getting-started/installation/) for platform-specific instructions for a system-wide installation.\n\nAlternatively, install with pip in your system Python environment:\n\n```sh\npip install uv\n```\n\n> **🛈 Note**\n>\n> `uv`, like `pip`, is one of the few tools it makes sense to install \"globally\" to your system\n> Python, rather than in a virtual environment, since it is used to manage new virtual environments\n> and Python versions.\n\n### 2. Copilot Chat extension \nAvailable on the [VS Code extensions\nmarketplace](https://marketplace.visualstudio.com/items?itemName=GitHub.copilot-chat) (in Code\nOcean, this [postInstall file](https://gist.github.com/tmchartrand/0c46bdec6a4205aa7ce7555fd8f4c3b5)\nshould be used).\n\n> **🛈 Note**\n>\n> Similar agent extensions, such as Cline or Claude Code, should also be able to connect to the\n> server.\n\n## Add server to Copilot Chat in VS Code\n\n![Adding MCP to Copilot Chat](docs/resources/vscode_mcp_json.gif)\n\n- ensure MCP is enabled in the settings UI, or with JSON setting `\"chat.mcp.enabled\": true`\n- the first startup may take a few seconds as it downloads packages\n\n> **🛈 Note**\n>\n> You may be prom…","publisher":null,"homepage":null,"repository":null,"version":"0.1.9","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:nwb-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.filesystem","name":"Filesystem","confidence":1,"provenance":"derived"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.871,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.859,"provenance":"derived"},{"slug":"infra.cloud","name":"Cloud Platforms","confidence":0.699,"provenance":"derived"}],"categories":["ai","dev","infra"],"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":"nwb-mcp-server","registry":"pypi","observedAt":"2026-11-03T20:29:34.474Z","publishedAt":"2026-06-07T22:06:53.492473Z","latestVersion":"0.1.9"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"nwb-mcp-server","url":"https://pypi.org/project/nwb-mcp-server/","firstSeenAt":"2026-09-10T08:25:48.849Z","fetchedAt":"2026-11-03T20:28:03.589Z","normalizedAt":"2026-11-03T20:28:03.589Z"}]},"firstSeenAt":"2026-09-10T08:25:48.849Z","updatedAt":"2026-11-03T20:29:34.474Z"}