{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_an9n7k4fdkae","handle":"cypherwolf-mcp","url":"https://wellknown.network/agents/cypherwolf-mcp","links":{"self":"https://wellknown.network/agents/cypherwolf-mcp/record.json","html":"https://wellknown.network/agents/cypherwolf-mcp","markdown":"https://wellknown.network/agents/cypherwolf-mcp/record.md","api":"https://wellknown.network/api/v1/agents/cypherwolf-mcp","status":"https://wellknown.network/api/v1/agents/cypherwolf-mcp/status","claim":"https://wellknown.network/agents/cypherwolf-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/cypherwolf-mcp/claim.json","badge":"https://wellknown.network/agents/cypherwolf-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/cypherwolf-mcp/history","tools":"https://wellknown.network/api/v1/agents/cypherwolf-mcp/tools"},"ard":{"identifier":"urn:air::server:cypherwolf-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"cypherwolf-mcp","summary":"CypherWolf MCP server — Neo4j Cypher query revision from a curated corpus, for @neo4j.com users.","description":"# cypherwolf-mcp\n\n**CypherWolf** revises Neo4j Cypher queries against a curated corpus of Neo4j\nengineering precedent, returning compatibility-gated **precedent** options plus\nthe index/constraint validation gates to confirm before applying changes.\n\nIt ships as a single-tool MCP server (`revise_query`) that runs locally over\nstdio and proxies to the CypherWolf HTTPS service. **Access is restricted to\n`@neo4j.com` users.** The package holds **no** API key, **no** shared secret,\nand **no** Aura credentials — all access control is enforced server-side via an\nemail gate plus a 30-day session token.\n\nGet set up in about two minutes: **install → sign in → add to your MCP client →\n`cypherwolf-mcp status` to confirm → ask for a rewrite.**\n\n---\n\n## 1. Install\n\nCypherWolf is a standalone CLI, so install it with [pipx](https://pipx.pypa.io) —\nit isolates the dependencies and puts the `cypherwolf-mcp` command on your `PATH`:\n\n```bash\npipx install cypherwolf-mcp\n```\n\nRequires Python 3.10+. Dependencies are just `mcp` and `httpx` — no database\ndriver, no cloud SDKs.\n\nDon't have pipx? Install it (`brew install pipx` on macOS, or\n`python3 -m pip install --user pipx`) and run `pipx ensurepath`. On\nHomebrew/externally-managed Python, `pip install cypherwolf-mcp` fails with a\nPEP 668 error — pipx is the supported path. (A manual `pip install` inside an\nactivated virtualenv also works if you prefer.)\n\nUpgrade later with `pipx upgrade cypherwolf-mcp`.\n\n## 2. Sign in\n\nSign in once in a normal terminal with your Neo4j email:\n\n```bash\ncypherwolf-mcp auth\n```\n\nYou will see the following disclosure, then be prompted for your email and a\n6-digit code sent to it:\n\n> This will email a 6-digit code to verify your @neo4j.com address. Your\n> queries and the rewrites are saved to a Neo4j-internal folder under your\n> email for internal use only.\n\nThe resulting session token is cached at `~/.cypherwolf/credentials.json`\n(mode `0600`) and is valid for 30 days. After it expires — or if the token is\nr…","publisher":{"name":"Neo4j Customer Success","url":null},"homepage":"https://github.com/neo-gerlt/cypherwolf","repository":"https://github.com/neo-gerlt/cypherwolf","version":"0.1.6","license":"Proprietary","protocols":["mcp"],"tags":["neo4j","cypher","mcp","query-tuning"],"pricing":null,"endpoints":[{"url":"pypi:cypherwolf-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.database","name":"Databases","confidence":1,"provenance":"derived"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.859,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.779,"provenance":"derived"}],"categories":["data","dev","knowledge"],"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":"cypherwolf-mcp","registry":"pypi","observedAt":"2026-09-15T12:25:37.811Z","publishedAt":"2026-09-03T16:52:58.693611Z","latestVersion":"0.1.6"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"cypherwolf-mcp","url":"https://pypi.org/project/cypherwolf-mcp/","firstSeenAt":"2026-09-09T13:21:12.661Z","fetchedAt":"2026-09-15T12:24:32.827Z","normalizedAt":"2026-09-15T12:24:32.827Z"}]},"firstSeenAt":"2026-09-09T13:21:12.661Z","updatedAt":"2026-09-15T12:25:37.811Z"}