{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cksy3vfje525","handle":"localparse-mcp","url":"https://wellknown.network/agents/localparse-mcp","links":{"self":"https://wellknown.network/agents/localparse-mcp/record.json","html":"https://wellknown.network/agents/localparse-mcp","markdown":"https://wellknown.network/agents/localparse-mcp/record.md","api":"https://wellknown.network/api/v1/agents/localparse-mcp","status":"https://wellknown.network/api/v1/agents/localparse-mcp/status","claim":"https://wellknown.network/agents/localparse-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/localparse-mcp/claim.json","badge":"https://wellknown.network/agents/localparse-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/localparse-mcp/history","tools":"https://wellknown.network/api/v1/agents/localparse-mcp/tools"},"ard":{"identifier":"urn:air::server:localparse-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"localparse-mcp","summary":"MCP server for LocalParse — accurate document parsing and schema-driven extraction for Cursor, Claude Desktop, and other MCP clients.","description":"# localparse-mcp\n\nAn [MCP](https://modelcontextprotocol.io) server that gives your coding agent\n(Cursor, Claude Desktop, etc.) **accurate document parsing** *and*\n**schema-driven JSON extraction** via [LocalParse](https://localparse.com) —\ntable-detection recovery + arithmetic identity checks on the parse side, and\na server-validated JSON Schema contract on the extract side — instead of\nletting it write throwaway OCR scripts.\n\n## Tools\n\n### Parse\n\n| Tool | What it does |\n|---|---|\n| `parse_document(path, result_type)` | Parse a local file (PDF/image/PPTX/…). |\n| `parse_url(url, result_type)` | Download a remote doc and parse it. |\n| `parse_folder(path, case_id, resume)` | Ingest a whole folder into a named case; re-runs only parse changed files. |\n| `get_structured(job_id)` | Fetch the structured ingestion contract for a job. |\n| `case_manifest(case_id)` | List a case's ingested docs (path + hash + status). |\n| `case_failures(case_id)` | List a case's failed docs for reingest. |\n\n`result_type` ∈ `markdown` (default), `text`, `json`, `structured`.\n\n### Extract *(Beta)*\n\n| Tool | What it does |\n|---|---|\n| `extract_document(path, data_schema, system_prompt?)` | Parse a file **and** extract structured JSON in one call. Most useful tool for agents. |\n| `extract(markdown, data_schema, system_prompt?)` | Run the extract step on already-parsed markdown. |\n\nThe server validates the model's output against your `data_schema` before\nreturning, so the JSON you get back is guaranteed to match the shape you asked\nfor. Example natural-language prompts an agent can use:\n\n> *\"Use `extract_document` on `./invoices/q3.pdf` with this schema:\n> `{type:'object', properties:{vendor:{type:'string'}, total:{type:'number'}}, required:['vendor','total']}`\"*\n\n## Configure your client\n\nYou need a LocalParse API key (`LOCALPARSE_API_KEY`).\n\n### Cursor — `~/.cursor/mcp.json` (or project `.cursor/mcp.json`)\n\n```json\n{\n  \"mcpServers\": {\n    \"localparse\": {\n      \"command\": \"uvx\",\n      \"args\": [\"l…","publisher":{"name":"LocalParse","url":null},"homepage":"https://localparse.com","repository":"https://github.com/stevencoveta/Agent-ingestor","version":"0.2.0","license":"MIT","protocols":["mcp"],"tags":["document","parsing","extract","localparse","mcp","model","context","protocol","ocr","pdf","structured","data"],"pricing":null,"endpoints":[{"url":"pypi:localparse-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":"documents.ocr","name":"OCR","confidence":1,"provenance":"declared"},{"slug":"documents.extraction","name":"Data Extraction","confidence":0.894,"provenance":"derived"},{"slug":"documents.invoice-processing","name":"Invoice Processing","confidence":0.814,"provenance":"derived"}],"categories":["documents"],"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":"localparse-mcp","registry":"pypi","observedAt":"2026-10-28T09:22:56.281Z","publishedAt":"2026-06-15T14:43:39.957878Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"localparse-mcp","url":"https://pypi.org/project/localparse-mcp/","firstSeenAt":"2026-09-09T23:25:58.829Z","fetchedAt":"2026-10-28T09:21:04.541Z","normalizedAt":"2026-10-28T09:21:04.541Z"}]},"firstSeenAt":"2026-09-09T23:25:58.829Z","updatedAt":"2026-10-28T09:22:56.281Z"}