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MCP Data & Storage

A Model Context Protocol (MCP) server that exposes the full Massive.com financial data API through LLM‑friendly composable tools (search, call, query).

Python Latest v0.10.0 · 2mo ago Security brief →

Features

  • Provides three LLM‑compatible tools: search_endpoints, call_api, and query_data.
  • Dynamically indexes all Massive.com API endpoints at startup for automatic coverage.
  • Supports built‑in financial functions (Black‑Scholes greeks, returns, technical indicators).
  • Stores results in an in‑memory SQLite database for downstream querying.
  • Offers configurable transport options (stdio, SSE, HTTP streaming).

Recent releases

View all 13 releases →
v0.10.0 New feature
Notable features
  • Added vanna function
  • Added volga function
  • Improved search capabilities
Full changelog

What's Changed

  • Add vanna and volga functions by @joedursun in https://github.com/massive-com/mcp_massive/pull/90
  • Search improvements by @joedursun in https://github.com/massive-com/mcp_massive/pull/91

Full Changelog: https://github.com/massive-com/mcp_massive/compare/v0.9.1...v0.10.0

v0.9.0 Breaking risk
Breaking changes
  • Search backend replaced: BM25 algorithm removed, FTS5 (SQLite full-text search) used instead.
Full changelog

What's Changed

  • Bump package versions + fix lint by @joedursun in https://github.com/massive-com/mcp_massive/pull/85
  • Replace BM25 with FTS5 in SQLite + misc bug fixes by @joedursun in https://github.com/massive-com/mcp_massive/pull/86

Full Changelog: https://github.com/massive-com/mcp_massive/compare/v0.8.8...v0.9.0

v0.8.8 Bug fix
Notable features
  • Use llms-full.txt endpoint for a single request
Full changelog

What's Changed

  • Fix case-insensitive column name collision in SQLite storage by @november-pain in https://github.com/massive-com/mcp_massive/pull/84
  • Use llms-full.txt endpoint for a single request by @joedursun in https://github.com/massive-com/mcp_massive/pull/82

New Contributors

  • @november-pain made their first contribution in https://github.com/massive-com/mcp_massive/pull/84

Full Changelog: https://github.com/massive-com/mcp_massive/compare/v0.8.7...v0.8.8

v0.8.7 Bug fix

Fixed Windows hatchling build failures.

Full changelog

What's Changed

  • Fix windows hatchling build failure by @joedursun in https://github.com/massive-com/mcp_massive/pull/80

Full Changelog: https://github.com/massive-com/mcp_massive/compare/v0.8.6...v0.8.7

v0.8.6 Breaking risk
Breaking changes
  • Removal of functionality to clear environment variables
Full changelog

What's Changed

  • No longer clear environment variables by @joedursun in https://github.com/massive-com/mcp_massive/pull/79

Full Changelog: https://github.com/massive-com/mcp_massive/compare/v0.8.5...v0.8.6

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