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Recite MCP

rivradev/recite-mcp
authSTDIOregistry active
Summary

This server connects Claude to the Recite receipt processing API and maintains a local ledger for bookkeeping workflows. You get 41 API tools covering scans (file, URL, or base64), transactions with filters, batch processing for up to 20 receipts at once, webhook subscriptions for async job completion, reconciliation links and auto-matching, vendor and category management, and CSV/JSON exports. The local tools let you scan directly into a ledger file, process entire directories of receipts, store agent instructions in persistent memory, and run dry-run previews before committing changes. Useful if you're building an expense tracking agent that needs both cloud OCR and local-first data control. Requires an API key from recite.rivra.dev, which includes 30 free scans monthly.

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recite-mcp

mcp-name: io.github.rivradev/recite-mcp

recite-mcp is an MCP server for the Recite API. It provides the full documented Recite MCP surface for scans, transactions, imports, batch jobs, projects, summaries, webhooks, rules, usage, and exports, while preserving the local ledger/memory workflow for agents that want local-first bookkeeping.

Install

End users

Recommended:

uvx recite-mcp

Alternative (pipx):

pipx install recite-mcp

Alternative (pip):

python -m pip install recite-mcp

Contributors

python -m pip install -e .[dev]
pytest -q
python -m recite_mcp.server

Required Environment

Get an API key at https://recite.rivra.dev/settings/api (includes 30 free scans per month), then set RECITE_API_KEY (required to process receipts; server can still start without it so validate_setup() can report what's missing):

# Windows PowerShell
$env:RECITE_API_KEY="re_live_xxx"
# macOS/Linux
export RECITE_API_KEY="re_live_xxx"

Optional home override:

# Windows PowerShell
$env:RECITE_HOME="C:\path\to\recite-home"
# macOS/Linux
export RECITE_HOME="$HOME/.config/recite"

MCP Client Config

Copy-paste this config:

{
  "mcpServers": {
    "recite": {
      "command": "uvx",
      "args": ["recite-mcp"],
      "env": {
        "RECITE_API_KEY": "re_live_xxx"
      }
    }
  }
}

If installed via pipx or pip, use:

{
  "mcpServers": {
    "recite": {
      "command": "recite-mcp",
      "args": [],
      "env": {
        "RECITE_API_KEY": "re_live_xxx"
      }
    }
  }
}

Troubleshooting

MCP Registry ownership validation failed

  • Symptom: Registry publish returns a PyPI ownership/README validation error.
  • Fix: keep this exact line in packaged README: mcp-name: io.github.rivradev/recite-mcp, then bump version and upload new PyPI release before publishing to Registry.

RECITE_API_KEY missing or invalid

  • Symptom: validate_setup() reports missing_api_key or API requests are rejected.
  • Fix: set RECITE_API_KEY in MCP client env config (preferred) or shell environment.

uvx command not found

  • Symptom: terminal says uvx is not recognized.
  • Fix: install uv first, or use one of the alternatives:
    • pipx install recite-mcp
    • python -m pip install recite-mcp

recite-mcp command not found after install

  • Symptom: command not recognized after pipx/pip install.
  • Fix:
    • For pipx: run pipx ensurepath, then reopen terminal.
    • For pip: run with module entrypoint: python -m recite_mcp.server

MCP client starts but tools are unavailable

  • Symptom: server appears configured but no tools/resources are listed.
  • Fix:
    • Confirm MCP config JSON is valid.
    • Confirm command and args match your install method (uvx vs recite-mcp).
    • Restart MCP client after config changes.

Can't download from PyPI (uvx/pip)

  • Symptom: install/run fails with network/proxy errors.
  • Fix: ensure your environment can reach PyPI (or configure your proxy / custom index). If you're on a locked-down network, you may need to allowlist PyPI or use an internal mirror.

Quick local validation (no MCP client)

  • Run recite-mcp --validate (or uvx recite-mcp --validate) to print local config/health JSON. Exit code is 0 if an API key is present, otherwise 1.

Main Features

API tools (41 total):

  • Scans — scan_receipt (file, URL, base64, or raw text; ephemeral mode), get_scan
  • Transactions — create, list (with filters), get, update, delete, import_transactions (JSON list, CSV text, or CSV file)
  • Batch scans — submit_batch_scans (1–20 items, async, webhook notification), get_batch_scan_status, get_batch_scan_results
  • Projects — list, create, update, delete
  • Summaries — get_summary (period, date range, group-by)
  • Webhooks — create, list, delete (transaction.created/updated/deleted, batch.completed)
  • Reconciliation — create_reconciliation_link, list_reconciliation_links, update_reconciliation_link, delete_reconciliation_link, run_auto_match, get_reconciliation_summary, get_reconciliation_recommendations, export_reconciliation
  • Rules — create, list, update, delete (vendor_category, default_project, processing_preference)
  • Categories — get_categories (17 built-in + custom), create_category, delete_category
  • Vendors — get_vendors, create_vendor, delete_vendor
  • Usage — get_usage (period, breakdown)
  • Exports — export_transactions (CSV/JSON, optional file save)

Local tools:

  • process_receipt — scan + ledger append in one step (optional rename, dry-run, category hint)
  • process_receipts_batch — scan a directory of images/PDFs (recursive, dry-run preview)
  • summarize_ledger, export_ledger, add_ledger_correction — local CSV ledger management
  • update_memory, list_memory — persistent agent instruction storage
  • get_config, validate_setup — configuration inspection and health check

Resources: recite://ledger, recite://memory, recite://health

Documentation

  • User guide: docs/user_guide.md
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Context.devContext.dev
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Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
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Configuration

RECITE_API_KEY*secret

Recite API key used for receipt processing requests.

RECITE_HOME

Optional local data directory for config, ledger, and memory files.

Categories
AI & LLM Tools
Registryactive
Packagerecite-mcp
TransportSTDIO
AuthRequired
UpdatedFeb 25, 2026
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