{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_64swj3ck6byr","handle":"mcp-dev-toolbox","url":"https://wellknown.network/agents/mcp-dev-toolbox","links":{"self":"https://wellknown.network/agents/mcp-dev-toolbox/record.json","html":"https://wellknown.network/agents/mcp-dev-toolbox","markdown":"https://wellknown.network/agents/mcp-dev-toolbox/record.md","api":"https://wellknown.network/api/v1/agents/mcp-dev-toolbox","status":"https://wellknown.network/api/v1/agents/mcp-dev-toolbox/status","claim":"https://wellknown.network/agents/mcp-dev-toolbox/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-dev-toolbox/claim.json","badge":"https://wellknown.network/agents/mcp-dev-toolbox/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-dev-toolbox/history","tools":"https://wellknown.network/api/v1/agents/mcp-dev-toolbox/tools"},"ard":{"identifier":"urn:air::server:mcp-dev-toolbox","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-dev-toolbox","summary":"MCP server with fully local semantic code search, git history and file tools for Claude, Cursor and any MCP client","description":"# mcp-dev-toolbox\n\n**Ask your AI agent about your codebase in plain English — and get answers grounded in your actual code and git history.**\n\n![demo](https://raw.githubusercontent.com/walter789/MCP-dev-toolbox/master/docs/demo.gif)\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)\n![Python 3.10+](https://img.shields.io/badge/python-3.10%2B-blue.svg)\n![MCP](https://img.shields.io/badge/MCP-server-8A2BE2.svg)\n![Runs locally](https://img.shields.io/badge/semantic%20search-100%25%20local-orange.svg)\n\nAn MCP server for Claude Desktop, Claude Code, Cursor and any other MCP client. Its headline feature is **local semantic code search**: find code *by meaning* (\"where do we validate auth tokens?\") using on-device embeddings — no API key, no code leaving your machine. Alongside it you get git history, diffs, blame, file inspection, and ready-made prompts for code review and commit messages.\n\n### Why use it\n\n- 🔍 **Semantic search, fully local** — `all-MiniLM-L6-v2` embeddings indexed per function/class, stored on disk, no external API calls.\n- 🕰️ **Git-aware** — the agent can read log, diff, status and blame instead of guessing what changed.\n- 🔒 **Sandboxed by design** — every path is confined to `WORKSPACE_ROOT`; git runs without a shell.\n- 🧩 **Uses the whole MCP spec** — 12 tools, 3 resources and 4 prompts, not just tools.\n- ☁️ **Local or cloud** — stdio for desktop clients, SSE + Dockerfile for one-click Railway deploys.\n\n### Quick start\n\n```bash\ngit clone https://github.com/walter789/MCP-dev-toolbox.git\ncd MCP-dev-toolbox\npip install -r requirements.txt\n```\n\nThen point your MCP client at `server.py` with `WORKSPACE_ROOT` set to the project you want to explore (full config below), and ask:\n\n> *\"Build the index, then find where we handle database connection errors.\"*\n\n---\n\n## Features\n\n| Primitive | Count | What's included |\n|-----------|-------|-----------------|\n| **Tools** | 12 | Git history, diffs, blame · File search, TODO finder, st…","publisher":{"name":"Prateek Pal","url":null},"homepage":"https://github.com/walter789/MCP-dev-toolbox","repository":"https://github.com/walter789/MCP-dev-toolbox","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["claude","code-search","cursor","mcp","mcp-server","model-context-protocol","semantic-search"],"pricing":null,"endpoints":[{"url":"pypi:mcp-dev-toolbox","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"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":"derived"},{"slug":"code.review","name":"Code Review","confidence":0.836,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.745,"provenance":"derived"},{"slug":"productivity.tasks","name":"Tasks & To-do","confidence":0.745,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.733,"provenance":"derived"}],"categories":["code","data","dev","productivity"],"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":"mcp-dev-toolbox","registry":"pypi","observedAt":"2026-10-24T17:29:16.993Z","publishedAt":"2026-10-18T15:08:13.458951Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-dev-toolbox","url":"https://pypi.org/project/mcp-dev-toolbox/","firstSeenAt":"2026-10-18T16:29:28.443Z","fetchedAt":"2026-10-24T17:28:04.060Z","normalizedAt":"2026-10-24T17:28:04.060Z"}]},"firstSeenAt":"2026-10-18T16:29:28.443Z","updatedAt":"2026-10-24T17:29:16.993Z"}