Is this number real, or is it noise? Peek-safe A/B tests, change detection, honest forecasts.
Money, FX, capital-market and metadata-only China macro evidence with source clocks and limits.
Fast per-repo documentation indexer and full-text search MCP server for codebases.
Government tenders, awards and pre-tender pipelines from 21 official sources as MCP tools.
Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
Look up permits, licenses, and fees for food service businesses in Austin, SF, and NYC.
MCP server that scans Next.js projects and returns a compact summary.
MCP gateway federating 21 biomedical MCP servers behind one endpoint: gnomAD, ClinVar, HPO, VEP.
Executable architecture governance: an unevaluated rule is reported as a failure, never a pass.
Local-first MCP handoff for Jetpack Compose UI feedback and source candidates.
Look up Chinese phone number carrier, province, and city from official MIIT allocation data.
Local always-on server for SnapStack: browser capture intake + MCP over 127.0.0.1.
Sandboxed repo access for coding agents: search, read, patch, run, git -- confined to a repo root.
Browser-backed QA with evidence and fix-ready reports for coding agents.
VIN decoding and European vehicle data for automotive workflows.
MCP server for India maps - place search, nearby discovery, & directions powered by the Mappls API.
OEM automotive repair data - part numbers, torque specs, procedures for 1982-2013 vehicles.
Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.
Routes natural-language shopping queries to merchant storefronts, returns normalized results.
A stats-driven golf coach: Trackman + on-course rounds, turned into a practice plan.
Fetch your Trackman Golf stats (handicap, rounds, shots, club gapping) as MCP tools.
One MCP server bridging the Codex, Cursor, OpenCode, Claude, and Antigravity CLI agents.
Orchestrates language servers into 65 code-intelligence tools across 31 languages, token-optimized.
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.