MCP Servers

Diagnose AI agent failures & translate ambiguous human input into clear intent using RPCS-1.

Lee County GIS — Lee County, Florida open geospatial data (ArcGIS).

Federal sales intelligence: expiring-contract triggers, agency spend intel, deal qualification.

Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools

MCP server for the Fitbit Web API with OAuth PKCE, local SQLite cache, and trend analysis.

Chat-driven AI video montage: beat-synced cuts, auto-matched music, subtitles, transitions.

Ayatollah Khamenei corpus: fatwas, lectures, knowledge graph. Arabic/Persian. Research access.

Keep teams & agents coordinated automatically

Your AI's DFW guide: events, appraisals, Dallas 311, crime, floods, schools, utilities, districts.

Unofficial read-only MCP server for VeryChic hotel offers

EmojiHub MCP — wraps EmojiHub API (free, no auth)

Allow AI systems to list, search, and manage contacts via Google Contacts.

Campaign link infrastructure for AI agents — validate, build, and inspect UTM-tracked links.

An MCP server to run arbitrary commands

Turn any URL plus a schema into validated, typed JSON via the Extracto API.

adsb.lol MCP — live aircraft tracking via community ADS-B.

Football fixtures, standings, and odds intelligence for AI agents.

Mexico payments for AI agents — OXXO cash via Mercado Pago. Never holds funds.

Read-only regulatory source retrieval, citation tracing, authority metadata, and recent filings.

14 electronics tools: resistor decoder, capacitor calculator, GPIO reference for ESP32/Arduino/STM32

Gibraltar company tools: corporate tax, compliance deadlines, and PDF form generation.

MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting.

Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.

Local-first MCP server that snapshots your project's working state into one context object.