MCP servers for Devin Desktop

MCP server exposing AEMET (Spanish weather agency) forecasts, station data and warnings.

GSC MCP: 20 real tools to read, check, lint, scaffold, build and run GSC code.

Ink MCP: 20 real tools to read, check, lint, scaffold, build and run Ink code.

Isabelle MCP: 20 real tools to read, check, lint, scaffold, build and run Isabelle code.

MATLAB MCP: 20 real tools to read, check, lint, scaffold, build and run MATLAB code.

14 web scrapers as MCP tools: Reddit, Amazon, Google Maps, Yelp, YouTube, Indeed & more.

Connects different projects separately, executes SQL in MySQL databases, adds API documentation to Apifox, downloads all APIs from Apifox to

MCP server for web research — search and fetch tools via DuckDuckGo

Evidence-first naming: briefs, sprints, exact domain checks, finalist research. Read-only.

4K AI image generation via NanoBanana Pro 2: Pro + Flash models, Google Search grounding

Genealogical research in the US National Archives Catalog: records, transcriptions, page images.

Paid agent tools, zero API keys: crypto, weather, translation, web intel, x402 discovery (USDC/Base)

GFS ensemble weather signals for prediction market edge detection across 12 cities

Validate BGP and routing changes in a real containerlab lab: pass/fail verdict with evidence.

Objective-C MCP: 20 real tools to read, check, lint, scaffold, build and run Objective-C code.

Read-only MCP server for OddsRelay odds data, with a token cap on every call that spends tokens.

MCP Server for okx.com

MCP Server that dynamically generates tools from an OpenAPI specification.

AI agent token-cost telemetry + 429 prediction. Per-agent attribution, anomaly + routing + quota.

OpenQASM MCP: 20 real tools to read, check, lint, scaffold, build and run OpenQASM code.

Gates an LLM agent's writes to an OPC UA server on ranges, rate of change and live interlocks.