{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_7dpcust3nv99","handle":"snapmind-mcp","url":"https://wellknown.network/agents/snapmind-mcp","links":{"self":"https://wellknown.network/agents/snapmind-mcp/record.json","html":"https://wellknown.network/agents/snapmind-mcp","markdown":"https://wellknown.network/agents/snapmind-mcp/record.md","api":"https://wellknown.network/api/v1/agents/snapmind-mcp","status":"https://wellknown.network/api/v1/agents/snapmind-mcp/status","claim":"https://wellknown.network/agents/snapmind-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/snapmind-mcp/claim.json","badge":"https://wellknown.network/agents/snapmind-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:snapmind-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"snapmind-mcp","summary":"MCP server exposing the full SnapMind RAG backend capabilities as tools and resources","description":"# SnapMind MCP Server\n\n[![smithery badge](https://smithery.ai/badge/snapmind-mcp)](https://smithery.ai/server/snapmind-mcp)\n\nThe SnapMind Model Context Protocol (MCP) server exposes the powerful capabilities of the SnapMind RAG backend to any MCP-compatible client (like Cursor, Claude Desktop, or Antigravity).\n\nVersion 2.1 brings a massive expansion to **24 tools**, featuring deep reasoning agents, contextual desktop vision, adversarial RAG debates, and cross-lingual web intelligence.\n\n## Installation\n\n### Method 1: Using PyPI (Global Install - Recommended)\n\nThe easiest way to use SnapMind with Claude Desktop is via `uvx` or `npx`, which pulls directly from PyPI. Add this to your `claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"snapmind\": {\n      \"command\": \"uvx\",\n      \"args\": [\n        \"snapmind-mcp\"\n      ],\n      \"env\": {\n        \"SNAPMIND_BACKEND_URL\": \"https://snapmind-gateway.roshankumar30080.workers.dev\",\n        \"SNAPMIND_API_KEY\": \"snp_your_generated_api_key\",\n        \"GEMINI_API_KEY\": \"your-gemini-key\",\n        \"FIRECRAWL_API_KEY\": \"your-firecrawl-key\",\n        \"MISTRAL_API_KEY\": \"your-mistral-key\",\n        \"LINGODEV_API_KEY\": \"your-lingodev-key\"\n      }\n    }\n  }\n}\n```\n\n### Method 2: Using Smithery\n\nTo install SnapMind for Claude Desktop or other MCP clients via Smithery:\n\n```bash\nnpx -y @smithery/cli install snapmind-mcp --client claude\n```\n\n### Method 3: Manual Local Installation\n\n1. Clone the repository and navigate to the `mcp-server` directory:\n```bash\ngit clone https://github.com/roshankumar0036singh/SnapMind.git\ncd SnapMind/mcp-server\n```\n\n2. Install dependencies:\n```bash\npip install -e .\n```\n\n3. Add to your MCP client configuration (e.g., `claude_desktop_config.json`):\n\n```json\n{\n  \"mcpServers\": {\n    \"snapmind\": {\n      \"command\": \"snapmind-mcp\",\n      \"env\": {\n        \"SNAPMIND_BACKEND_URL\": \"https://snapmind-gateway.roshankumar30080.workers.dev\",\n        \"SNAPMIND_API_KEY\": \"snp_your_generated_api_key\",\n        \"GEMINI_API_KEY\"…","publisher":{"name":"SnapMind","url":null},"homepage":"https://github.com/roshankumar0036singh/SnapMind/blob/main/mcp-server/README.md","repository":"https://github.com/roshankumar0036singh/SnapMind/blob/main/mcp-server/README.md","version":"2.1.3","license":"ISC","protocols":["mcp"],"tags":["ai","knowledge-base","llm","mcp","rag","smithery","vector-search"],"pricing":null,"endpoints":[{"url":"pypi:snapmind-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.825,"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":"snapmind-mcp","registry":"pypi","observedAt":"2026-09-10T12:23:37.959Z","publishedAt":"2026-09-05T07:33:50.443568Z","latestVersion":"2.1.3"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"snapmind-mcp","url":"https://pypi.org/project/snapmind-mcp/","firstSeenAt":"2026-09-10T12:22:43.625Z","fetchedAt":"2026-09-10T12:22:43.625Z","normalizedAt":"2026-09-10T12:22:43.625Z"}]},"firstSeenAt":"2026-09-10T12:22:43.625Z","updatedAt":"2026-09-10T12:23:37.959Z"}