AgentIndex icon
AgentIndex
ToolsMCP ServersHOTCategoriesTrendingNewBest ListsCompareGuides
Submit Tool
ToolsMCP ServersHOTCategoriesTrendingNewBest ListsCompareGuides
Home/
RAG / Knowledge Base/
mcp_massive
mcp_massive logo

mcp_massive

Active·★ 398·MIT·Updated 2026-10-08

This project implements an experimental Model Context Protocol (MCP) server, offering an LLM-friendly interface to Massive.com's comprehensive financial data API. It provides composable tools for searching endpoints, fetching documentation, calling API functions, and querying in-memory DataFrames with SQL, alongside built-in financial functions.

mcp_massive sits in the RAG / Knowledge Base category, so it is usually better judged by workflow fit, deployment style, and team needs than by isolated features alone. Based on the available metadata, it leans most clearly toward LLM-friendly interface to Massive.com financial data API.. A representative use case is Get the latest price for a specific stock (e.g., AAPL).. The listed license is MIT. GitHub stars are currently 398. Relevant tags include MCP Server, Financial Data.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool.

#MCP Server#Financial Data#LLM Tools#SQL Interface#Python#API Integration#Data Analysis#Quantitative Finance
$ Install
$ uv tool install "mcp_massive @ git+https://github.com/massive-com/[email protected]" && claude mcp add massive -e MASSIVE_API_KEY=your_api_key_here -- mcp_massive
↗ Visit site★ GitHub
01

Features

01LLM-friendly interface to Massive.com financial data API.
02Four composable tools: search_endpoints, get_endpoint_docs, call_api, query_data.
03In-memory DataFrame storage and SQL querying capabilities.
04Built-in financial functions for Greeks, Returns, and Technical indicators.
05Dynamic indexing of all Massive.com API endpoints at startup.
02

Why choose it

+LLM-friendly interface to Massive.com financial data API.
+Four composable tools: search_endpoints, get_endpoint_docs, call_api, query_data.
+Get the latest price for a specific stock (e.g., AAPL).
+Supports 4 platforms or runtime environments.
03

Trade-offs

!The final decision should still be made through side-by-side comparison with similar tools.
04

Compatibility

Python
Runtime
Verified via docs
Astral UV
Package Manager
Verified via docs
Claude Code
Integration
Verified via docs
Claude Desktop
Integration
Verified via docs
05

Quick start

1
$ uv tool install "mcp_massive @ git+https://github.com/massive-com/[email protected]"
2
$ claude mcp add massive -e MASSIVE_API_KEY=your_api_key_here -- mcp_massive
06

Use cases

↳Get the latest price for a specific stock (e.g., AAPL).
↳Retrieve historical trading volume for a company (e.g., MSFT).
↳Calculate technical indicators like SMA for closing prices.
↳Compute Black-Scholes delta for option contracts.
07

Alternatives

⚡Top VS:
VSopen-census-mcp-server★20→VSsec-edgar-mcp★374→VSmcp-gsc★2.0k→VSmcp-server-odoo★405→
open-census-mcp-server logo
open-census-mcp-server★ 20
Turn any AI assistant into your personal Census data expert. Ask questions in plain English, get accurate demographic data with proper interpretation and context.
VSCompare→
sec-edgar-mcp logo
sec-edgar-mcp★ 374
A SEC EDGAR MCP (Model Context Protocol) Server
VSCompare→
mcp-gsc logo
mcp-gsc★ 2.0k
Google Search Console Insights with Claude AI for SEOs
VSCompare→
mcp-server-odoo logo
mcp-server-odoo★ 405
A Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.
VSCompare→
relace-mcp logo
relace-mcp★ 33
Unofficial Relace MCP client with AI features. Personal project; not affiliated with or endorsed by Relace
VSCompare→
opentargets-mcp logo
opentargets-mcp★ 19
MCP server for Open Targets Data
VSCompare→
unifi-network-mcp logo
unifi-network-mcp★ 938
MCP server implementation for the UniFi network application
VSCompare→
mcp-redis logo
mcp-redis★ 638
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
VSCompare→
See all alternatives →

Comments

Log in to leave a comment

No comments yet. Be the first!

On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07Alternatives
massive-com /
mcp_massive
↗

An MCP server for Massive.com Financial Market Data

398MIT
Last commit2w ago
StatusActive
CategoryRAG / Knowledge Base
Links
Documentation↗Discussion↗Issues↗Releases↗
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
© 2026 AgentIndex.app|Built by a 10-year iOS Developer.
Best by use caseAboutContactAdvertisePrivacy PolicyTerms of UseQYSGitHubBuy me a coffee ☕

Browse by Category

MCP ServersCode AssistantWorkflow AutomationRAG / Knowledge BaseMulti-AgentBrowser AutomationLLM InfraDev ToolingObservability

Not affiliated with Anthropic, OpenAI or Microsoft.