"Automating Project Documentation with a Focus on Memory Management" matching MCP servers:

An educational MCP server that wraps the Materials Project API, exposing tools to search chemical systems, get material summaries, find semiconductors by band gap, and retrieve crystal structure facts.

An MCP server that provides real-time weather alerts for US states using the National Weather Service (NWS) API. It also includes utility features for message echoing and generating customizable greeting prompts.

Provides free Chinese A-share stock data including real-time quotes, historical K-lines, market scanning, and multi-factor stock screening via BaoStock and Sina Finance APIs.

Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.

Provides current weather alerts for specified locations to AI assistants through the Model Context Protocol.

Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis.

MCP server for querying the Central Bank of Brazil's 'Valores a Receber' (amounts to receive) service, providing read-only access to official data through natural language with a hosted server and prepaid credits.

An MCP server providing tools to read articles, RSS feeds, NASA APOD, daily art, arXiv papers, poems, and historical events with a focus on clean, offline-friendly content.

An MCP server exposing Indian market and regulatory data from official sources (NSE, NIFTY, AMFI, SEBI), providing tools for end-of-day quotes, index constituents, mutual fund NAVs, and SEBI order searches with a focus on primary sources and no fabricated data.

Enables MCP clients to query UNDP's open data on projects, funding, donors, SDG alignment, and focus areas without an API key.

Enables design-correct, conversational analysis of NHANES public-use data by automating file discovery, merging, weight selection, pooling, survey variance estimation, and mortality-linked Cox models.

A universal paper downloader MCP that probes providers by DOI/identifier, downloads to a short-lived staging area, validates PDFs, and cleans up, while leaving final storage and management to the calling project.

Enables MCP clients to query the Open Science Framework for public research project metadata, abstracts, and component listings using OSF project IDs or URLs.

Read-only MCP server enabling querying official Brazilian transparency data on Seguro Defeso (fishermen's insurance) via a single tool, with prepaid pay-per-use credits.

Access data on every NIH-funded research project. Free and no authentication required.

Enables read-only consultation of official vehicle damage notices of medium and large value from Minas Gerais, with results delivered to any MCP client on a prepaid, per-query basis.

Provides a single read-only MCP tool to query the official Brazilian SEC (CVM) database on registered participants, hosted with prepaid per-query pricing and no platform credentials.

Enables read-only queries to official SUSEP data on Brazilian insurance companies via a hosted MCP server with prepaid pay-per-use access and no platform credentials required.

Enables users to retrieve historical events that occurred on a given day from the On This Day API, without authentication.

A production-ready MCP server that provides access to the German Bundestag's parliamentary documentation system (DIP API).