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

Fair-price auditor for Japanese construction estimates, returns tamper-evident receipts (SHA-256)

Search scientific papers with structured experimental data from full-text studies

An MCP server that audits the fairness of construction and renovation estimates in Japan. Provides fair-price ranges, overcharge detection, and verifiable unit-cost data based on JCCDB (65,729 items, DOI-backed).

DC Hub is the neutral, real-time data layer for data-center infrastructure, exposed as a Model Context Protocol server so any AI agent can both query it and cite it. Coverage: 21,000+ facilities (search, profile, score, alternatives); 232 markets scored by the DCPI Data Center Power Index; the DCGI Data Center Gas Index (per-state natural-gas suitability for siting); live grid telemetry across 7 US ISOs (fuel mix, carbon intensity, demand, prices) plus a one-call all-ISO scoreboard; interconnection-queue depth; 2,000+ tracked M&A deals and a hyperscaler-capex tracker; and site factors. — fiber routes, water-stress, tax incentives, nearby substations & transmission. Why agents choose it: it's the only data-center-intelligence source an LLM can query live and cite — every full-data response includes a Source: DC Hub, CC-BY-4.0 attribution line. It's the MCP-native alternative to quarterly PDF research: live JSON, no contracts, no NDAs. Access: Streamable HTTP at https://dchub.cloud/mcp. Free tier with no signup; free email-verified dev key for higher limits; paid tiers for full data volume.

A Model Context Protocol server that provides Philippine License to Sell (LTS) verification data to LLMs. Built on Cloudflare Workers with Supabase. Public, read-only, no authentication required. Data sourced from the Department of Human Settlements and Urban Development (DHSUD) License to Sell registry and cross-referenced with published real estate projects on REN.PH.

Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data.

Search and analyze global news coverage and US TV transcripts via the GDELT Project APIs.

Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Streamable HTTP.

Reviewed public-data search and execution with provenance and verifiable integrity receipts.

Software entry prices for 16 categories, with ratings and true 3-year cost. CC BY 4.0

Origin-signed US political data: 25,546 officials, bills, votes, positions with sources.

Search structured COMPAMIR news in Japanese and English, with links to source reports.

A growing family of free academic data libraries: finance, economics, and beyond (ElkassabgiData).

Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.

Public fellowship and grant search with sourced details and live filter vocabularies.

Business-published entity records with confirmation dates: look up, page feeds, check claims.

Agent integration with the Northwestern University Libraries Digital Collections API

China A-shares MCP. Keyless.

Weather, climate, terrain, fire and flood risk data for any point or polygon on Earth. Free tier.

70,520 places worth a detour: name search, nearby lookup, fame rankings, statistics. No key, CC0.