{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_fnzxkz8gbeja","handle":"vector-index-mcp","url":"https://wellknown.network/agents/vector-index-mcp","links":{"self":"https://wellknown.network/agents/vector-index-mcp/record.json","html":"https://wellknown.network/agents/vector-index-mcp","markdown":"https://wellknown.network/agents/vector-index-mcp/record.md","api":"https://wellknown.network/api/v1/agents/vector-index-mcp","status":"https://wellknown.network/api/v1/agents/vector-index-mcp/status","claim":"https://wellknown.network/agents/vector-index-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/vector-index-mcp/claim.json","badge":"https://wellknown.network/agents/vector-index-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:vector-index-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"vector-index-mcp","summary":"MCP Server for Software Project Indexing & Semantic Search","description":"# MCP Server: Software Project Indexing & Semantic Search\n\nThis project provides a Model Context Protocol (MCP) server designed to index software project files and offer semantic search capabilities over the indexed content. It monitors project directories for changes and maintains an up-to-date index.\n\nFor detailed design and architectural decisions, please refer to [ARCHITECTURE.md](ARCHITECTURE.md).\n\n## Usage (End Users)\n\nThis server is designed to be run easily by pointing it to the software project you want to index.\n\n### 1. Run the Server\n\nNavigate to a convenient location in your terminal. The server is started using the `python -m` command, specifying the module and the path to the project you wish to index.\n\n```bash\npython -m vector_index_mcp.main_mcp <path_to_your_project>\n```\n\nFor example, to index a project located at `~/dev/my_cool_project`, you would run:\n```bash\npython -m vector_index_mcp.main_mcp ~/dev/my_cool_project\n```\nOr, to index the current directory:\n```bash\npython -m vector_index_mcp.main_mcp .\n```\n\nThe server will start, begin watching the specified project path for changes, and create/use a LanceDB database within that project's directory (by default).\n\n### 2. Configuration\n\n*   **`PROJECT_PATH` (Required, via Command Line):**\n    *   This is now passed as a direct command-line argument to the server, as shown above. It specifies the root directory of the software project you want to index.\n\n*   **Environment Variables (Optional, via `.env` file):**\n    *   Other settings can be configured using an `.env` file placed in the directory **from where you run the `python -m ...` command**. The server uses `pydantic-settings` and will automatically load this `.env` file.\n    *   The following variables are supported:\n        *   `LANCEDB_URI`: Path where the LanceDB vector database will be stored.\n            *   Default: `./.lancedb` (relative to the indexed project's path, meaning it's stored within the project itself).\n        *   `EMBEDDING_…","publisher":null,"homepage":"https://github.com/synonymouse/vector-index-mcp","repository":"https://github.com/synonymouse/vector-index-mcp/issues","version":"3.1.2","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:vector-index-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":1,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"}],"categories":["data","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":"vector-index-mcp","registry":"pypi","observedAt":"2026-09-10T15:25:05.487Z","publishedAt":"2025-06-07T17:53:12.817593Z","latestVersion":"3.1.2"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"vector-index-mcp","url":"https://pypi.org/project/vector-index-mcp/","firstSeenAt":"2026-09-10T15:23:12.105Z","fetchedAt":"2026-09-10T15:23:12.105Z","normalizedAt":"2026-09-10T15:23:12.105Z"}]},"firstSeenAt":"2026-09-10T15:23:12.105Z","updatedAt":"2026-09-10T15:25:05.487Z"}