Coach your communication from your own recorded conversations: talk-time, questions, rapport, more.
Automate any website: discover, run and create browser scripts that work behind logins.
Find jobs, improve resumes, prepare for interviews, and manage your application pipeline.
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP client.
Which of your credit cards to use at any store, from verified bank data. No bank login.
Read Figlime jobs, screening questions, and candidate responses; draft screening questions.
Driverless delivery.
ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun detection.
Public Indian legal search MCP for Roop judgments, statutes, and corpus grounding.
Analyze customer data to make segmentation and predict which customer to focus on for more sales.
Forecast product demand using historical sales and market signals.
Indian Railways IRCTC helps you to view, track trains schedules, ticket status and more.
Analyze and score leads to identify high-potential prospects and prioritize sales outreach.
Generate synthetic random user data for testing, demos, and development without using real persona.
Find real recipes from across the web and save them to your SaltyBytes collection.
Ground answers in scientific literature. Search full text, evaluate trust, access full-text articles.
Enter ScoreIA Open Labyrinth. Auth none. Sealed cards include failures. Not the Chamber.
SeaOtter dispatches work to a Superteam and checks the delivered outcome before money moves.
Buy adversarially-debated AI product ideas over x402: $0.10 pulls, $1 buyouts, USDC on Base.
Natural-language search over California's public insurance rate, rule & form filings.
Search the public MCP Registry; discover servers and copy SSE URLs.
Feature flags, A/B experiments, kill switches, dynamic config & i18n — Shipeasy MCP server.
Amendment-safe 10-K/10-Q section diffs, claim checks vs XBRL, 8-K events. Accuracy published.
List, share, upload, and manage Slideless HTML presentations from any MCP host.
About Development MCP servers
Development is the broadest category on mcp.site. It covers servers that give an AI agent hands-on access to the software lifecycle: sandboxed shells and terminals, version-specific library documentation, package registries, test runners, debuggers, build and deploy pipelines, and project tools such as issue trackers. Most run locally over stdio because they need your filesystem or toolchain; a growing share run as hosted endpoints you connect with an API key or OAuth.
When choosing one, start with what the agent should be able to do without asking you, then check how the server scopes that access. Good servers expose a small, typed set of tools, document every environment variable, and let you restrict paths or repositories. Prefer listings with an Official badge or a recently updated repository, and read the install snippet for your client before adding credentials.