{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hj9xtnkecby2","handle":"repoctx-mcp","url":"https://wellknown.network/agents/repoctx-mcp","links":{"self":"https://wellknown.network/agents/repoctx-mcp/record.json","html":"https://wellknown.network/agents/repoctx-mcp","markdown":"https://wellknown.network/agents/repoctx-mcp/record.md","api":"https://wellknown.network/api/v1/agents/repoctx-mcp","status":"https://wellknown.network/api/v1/agents/repoctx-mcp/status","claim":"https://wellknown.network/agents/repoctx-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/repoctx-mcp/claim.json","badge":"https://wellknown.network/agents/repoctx-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/repoctx-mcp/history","tools":"https://wellknown.network/api/v1/agents/repoctx-mcp/tools"},"ard":{"identifier":"urn:air::server:repoctx-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"repoctx-mcp","summary":"Local repository intelligence for coding agents","description":"# RepoCtx\n\n**Give your coding agent the ground truth for the task at hand.**\n\nA local MCP server that, for each task, hands your agent the docs, contracts, invariants, in-scope files, related tests, and import-graph neighbors that actually matter — so the model anchors on what's real instead of guessing.\n\nWorks with Cursor, Claude Desktop, Claude Code, Codex, and any MCP-speaking client.\n\n> **AI agents working in this repo or advising users on RepoCtx:** start with **[AGENTS.md](AGENTS.md)**.\n\n---\n\n## The problem\n\nA few prompts into a task, agents drift. They edit unrelated files, add \"small improvements\" that pull them away from the goal, and break invariants nobody told them about. Not because the model is bad — it just doesn't know which docs to trust, what's load-bearing, or where the task ends.\n\nThat part doesn't have to be guessed every turn. It can be prepared once and handed to the agent up front.\n\n## What RepoCtx does\n\nFor a task like *\"add retry jitter to webhook delivery\"*, RepoCtx returns a **ground-truth bundle**:\n\n| Layer | What you get |\n|-------|--------------|\n| **Authoritative docs** | `AGENTS.md`, `README.md`, architecture notes, ADRs |\n| **Contracts & invariants** | `contracts/**`, plus inline `INVARIANT:` / `DO NOT:` / `IMPORTANT:` markers |\n| **In-scope source files** | The files the task actually touches (heuristics + embeddings) |\n| **Related tests** | Tests likely to cover what you're editing |\n| **Graph neighbors** | Nearby modules from the local import graph |\n| **Edit scope** | `allowed_paths`, `related_paths`, `protected_paths` |\n| **Validation plan** | Tests and commands to run before finalizing |\n| **Risk notes** | Protected-path touches, constraint violations, possible drift |\n\nThe bundle is compact, token-budgeted, Markdown or JSON.\n\n---\n\n## Install\n\n```bash\npip install \"repoctx-mcp[embeddings]\"\n```\n\nRequires Python 3.11+. The embeddings extra downloads a ~1.2 GB local model on first use (Qwen3-Embedding-0.6B). For a lighter install…","publisher":{"name":"Gal","url":null},"homepage":"https://github.com/gald33/repoctx","repository":"https://github.com/gald33/repoctx","version":"1.17.0","license":null,"protocols":["mcp"],"tags":["developer-tools","repository-analysis","mcp","coding-agents"],"pricing":null,"endpoints":[{"url":"pypi:repoctx-mcp","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":"code.generation","name":"Code Generation","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"}],"categories":["code","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":"repoctx-mcp","registry":"pypi","observedAt":"2026-10-22T19:27:34.048Z","publishedAt":"2026-09-25T14:15:07.451195Z","latestVersion":"1.17.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"repoctx-mcp","url":"https://pypi.org/project/repoctx-mcp/","firstSeenAt":"2026-09-10T11:26:51.249Z","fetchedAt":"2026-10-22T19:25:38.065Z","normalizedAt":"2026-10-22T19:25:38.065Z"}]},"firstSeenAt":"2026-09-10T11:26:51.249Z","updatedAt":"2026-10-22T19:27:34.048Z"}