Massive.com
Mcp_massive provides access to the Massive.com financial data API through four composable tools—search, docs, call, and query—that enable LLMs to discover endpoints, retrieve financial data, store results as in-memory DataFrames, and perform SQL queries with built-in financial functions like Black-Scholes Greeks and technical indicators. The server dynamically indexes all Massive.com API endpoints at startup, covering stocks, options, forex, crypto, and futures data across real-time quotes, historical trades, and reference information. It solves the problem of integrating comprehensive financial market data into LLM applications by abstracting away API complexity through a unified, composable interface with post-processing capabilities.
- GitHub stars
- 332
- tools
- 3
- last updated
- Mar 11, 2026
Tools
3 toolsPublic tool metadata for what this MCP can expose to an agent.
search_endpointsSearch for API endpoints and built-in functions by natural language query. Returns titles, path patterns, and descriptions.
Search for API endpoints and built-in functions by natural language query. Returns titles, path patterns, and descriptions.
No parameter schema in public metadata yet.
call_apiCall any Massive.com REST API endpoint. Supports storing results as an in-memory database table (store_as) and applying post-processing functions (apply).
Call any Massive.com REST API endpoint. Supports storing results as an in-memory database table (store_as) and applying post-processing functions (apply).
No parameter schema in public metadata yet.
query_dataRun SQL against stored SQLite DB. Supports SHOW TABLES, DESCRIBE <table>, DROP TABLE <table>, CTEs, window functions, and more.
Run SQL against stored SQLite DB. Supports SHOW TABLES, DESCRIBE <table>, DROP TABLE <table>, CTEs, window functions, and more.
No parameter schema in public metadata yet.
Sponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageReadme
[!IMPORTANT] :test_tube: This project is experimental and could be subject to breaking changes.
Massive.com MCP Server
A Model Context Protocol (MCP) server that provides access to the full Massive.com financial data API through an LLM-friendly interface.
Rather than exposing one tool per endpoint, this server gives the LLM three composable tools — search, call, and query — that cover the entire Massive.com API surface. Data can be stored in an in-memory SQLite database, and enriched with built-in financial functions.
Details
- Repository
- github.com/massive-com/mcp_massive
- Categories
- Databases, AI & LLM Tools, Monitoring & Observability, Data & Analytics
Related Databases MCP servers
View all
Mneme Memoryslow-stack/mnemeCross-session memory for AI coding agents via six tools; local-first SQLite store.211stars
Crowdsentinel Mcp Serverthomasxm/crowdsentinels-ai-mcpAI threat hunting & incident response for Elasticsearch/OpenSearch with endpoint & network forensics0stars
MCP Supersetbintocher/mcp-supersetApache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security45stars
Saga Mcpspranab/saga-mcpJira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard42stars
Local FAISS MCP Servernonatofabio/local_faiss_mcpLocal FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.30stars