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Recite MCP

Local MCP server for Recite receipt processing with ledger and memory tools.

Registry
Updated
Feb 26, 2026

Quick Install

uvx recite-mcp

recite-mcp

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

recite-mcp is a local MCP server for receipt processing with the Recite API. It provides tools for single/batch receipt processing, ledger writes, corrections, memory instructions, and health/status resources.

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

  • Single receipt processing and optional file rename
  • Batch processing with dry-run preview
  • Local CSV ledger append and audit-safe correction entries
  • Memory instruction store for categorization rules
  • Resource providers for ledger, memory, and health status

Documentation

  • User guide: docs/user_guide.md

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