{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_8c4d7v6ydjm7","handle":"cursor-seo-mcp","url":"https://wellknown.network/agents/cursor-seo-mcp","links":{"self":"https://wellknown.network/agents/cursor-seo-mcp/record.json","html":"https://wellknown.network/agents/cursor-seo-mcp","markdown":"https://wellknown.network/agents/cursor-seo-mcp/record.md","api":"https://wellknown.network/api/v1/agents/cursor-seo-mcp","status":"https://wellknown.network/api/v1/agents/cursor-seo-mcp/status","claim":"https://wellknown.network/agents/cursor-seo-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/cursor-seo-mcp/claim.json","badge":"https://wellknown.network/agents/cursor-seo-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/cursor-seo-mcp/history","tools":"https://wellknown.network/api/v1/agents/cursor-seo-mcp/tools"},"ard":{"identifier":"urn:air::server:cursor-seo-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"cursor-seo-mcp","summary":"Cursor SEO MCP — open-source SEO MCP server for Cursor. AEO, GEO, technical SEO, on-page audits. Evidence JSON, never invented rankings.","description":"# Cursor SEO MCP \n \n<!-- mcp-name: io.github.engrmaziz/cursor-seo-mcp --> \n \n**Cursor SEO MCP** (`cursor-seo-mcp`) is an open-source **SEO MCP server for Cursor**: AEO, GEO, technical SEO, on-page SEO, crawls, schema, image SEO, and local patches — with evidence JSON, not invented rankings. \n \nSearch terms this repo is built for: **cursor seo mcp**, Cursor MCP SEO, SEO MCP for Cursor, Cursor SEO. \n \n[![PyPI](https://img.shields.io/pypi/v/cursor-seo-mcp.svg)](https://pypi.org/project/cursor-seo-mcp/)   \nRepository: [github.com/engrmaziz/cursor-seo-mcp](https://github.com/engrmaziz/cursor-seo-mcp)   \nLicense: [MIT](LICENSE) · [Contributing](CONTRIBUTING.md) · [Code of Conduct](CODE_OF_CONDUCT.md) · [Security](SECURITY.md) \n \n```bash \npip install cursor-seo-mcp \ncursor-seo-mcp doctor \ncursor-seo-mcp audit https://example.com --no-serp \n``` \n \nAdd **Cursor SEO MCP** to Cursor (`.cursor/mcp.json` or Cursor Settings → Tools & MCP): \n \n```json \n{ \n  \"mcpServers\": { \n    \"cursor-seo-mcp\": { \n      \"command\": \"cursor-seo-mcp-server\" \n    } \n  } \n} \n``` \n \nNo global install? Use `uvx` (downloads the PyPI package on first run): \n \n```json \n{ \n  \"mcpServers\": { \n    \"cursor-seo-mcp\": { \n      \"command\": \"uvx\", \n      \"args\": [\"--from\", \"cursor-seo-mcp\", \"cursor-seo-mcp-server\"] \n    } \n  } \n} \n``` \n \nPython import remains `seocur` (`python -m seocur` is the same CLI as `cursor-seo-mcp`). \n \n--- \n \n## What is Cursor SEO MCP? \n \n**Cursor SEO MCP** is a Cursor-first SEO engine exposed as: \n \n1. An **MCP stdio server** (`cursor-seo-mcp-server` / `seocur.mcp_server`) so Cursor can call audit, AEO, GEO, on-page, technical, SERP, Radar, Graph, drift, and images tools. \n2. **Cursor Agent Skills** in `skills/` that tell the agent to run the CLI and trust JSON. \n3. A **CLI** (`cursor-seo-mcp` / `python -m seocur`) for CI and terminals. \n \nEvery score is a list of evidence items (`check`, `evidence`, `source_url`, `confidence`). When a data source is missing, the component is `UNAVAILABL…","publisher":{"name":"Cursor SEO MCP Contributors","url":null},"homepage":"https://github.com/engrmaziz/cursor-seo-mcp","repository":"https://github.com/engrmaziz/cursor-seo-mcp/issues","version":"0.3.0","license":"MIT","protocols":["mcp"],"tags":["cursor","seo","mcp","cursor-seo-mcp","aeo","geo","on-page","technical","open-source"],"pricing":null,"endpoints":[{"url":"pypi:cursor-seo-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":"content.seo","name":"SEO","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.825,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.779,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["content","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":"cursor-seo-mcp","registry":"pypi","observedAt":"2026-10-27T22:27:59.741Z","publishedAt":"2026-08-27T12:56:56.712956Z","latestVersion":"0.3.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"cursor-seo-mcp","url":"https://pypi.org/project/cursor-seo-mcp/","firstSeenAt":"2026-09-09T13:21:06.848Z","fetchedAt":"2026-10-27T22:27:23.870Z","normalizedAt":"2026-10-27T22:27:23.870Z"}]},"firstSeenAt":"2026-09-09T13:21:06.848Z","updatedAt":"2026-10-27T22:27:59.741Z"}