Developer Tools MCP Servers

Turn any OpenAPI/Swagger spec into an MCP server - every API operation becomes an agent tool.

Full technical interview prep: company briefing, concepts, code deep-dive, mock interviews.

WA highway conditions, ferry schedules, vessel locations, toll rates, and border waits via MCP.

F1 race analytics & live timing for AI assistants — webhooks, results, and race simulations.

Behavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP

US liquor license compliance records (CA, TX, NY, FL, IL) with verifiable provenance.

MCP server for credential isolation — bots use passwords and API keys without seeing them

Pay-per-call USDA nutrition for AI agents (x402 micropayments in USDC on Base).

Neutral, verification-gated MCP directory of Japan construction contractors (KIRA-audited).

Safety-aware MCP server for Linear issues, projects, cycles, and dependencies.

MCP server for Clipwise - AI tools for TikTok, Reels, and Shorts video creators.

Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.

Google Ads MCP with MCC support: 35 tools for campaigns, keywords, reporting, GAQL.

Connect AI agents to iTechSmart UAIO, ProofLink verification, and autonomous IT operations.

MCP server for Kaiten API — cards, boards. 3 tools.

Dependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402.

Scrapingdog MCP — wraps Scrapingdog (scrapingdog.com), a proxy-based web

Unofficial read-only MCP server for VeryChic hotel offers

Deterministic local repository context, impact analysis, and merge-readiness evidence for AI agents.

Shared memory MCP server for AI coding agents — local by default, team-shared via threadctx.dev.

MCP server for HuntFlow ATS API — vacancies, candidates, applicants for recruiting.

Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.

MCP server for RetailCRM — orders, customers management via API v5.

Validate tool-call args before execution. Returns LLM-friendly retry hints.