MCP Catalog
Browse 1,446 Model Context Protocol servers · Development & Coding · MIT LicenseClear
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Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.
Deterministic batch tools so LLM agents stop guessing dates and math.
Professional furniture design: specs, validation, cut optimization, BOM, and 3D reports.
Model-agnostic computer-use MCP: screenshot, safety-gated actions, Windows UIA targeting.
AI access to Mapbox docs, API references, style specs, and guides. No token required.
Persistent cross-project memory for Cursor and Claude Code using local semantic search.
Load OpenAPI 2.x/3.x specs and expose generic tools to discover and call multiple APIs.
MCP server for npm package management — publish, version, search, audit, and more
Codex-native codebase intelligence context compiler and query-only MCP server.
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, no card.
Code intelligence for AI agents. Extract, trace, and analyze code without reading whole files.
Stateless advisor + validator for Conducted Development: kickoff, artifact validation, rule checks.
MCP server exposing NiceOneCode's JSON-to-C# converter as an AI-callable tool.
Sophisticated bash command MCP server that runs and manages shell execution.
Extract a website’s design tokens (colors, type, spacing, shadows) as DESIGN.md, W3C, or CSS.
GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).
Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).
Searchable access to GitLab documentation from multiple repositories with full-text search.
npm MCP — search packages, bundle sizes, vulnerabilities, compare downloads.
AI website audit: security, SEO, performance, UX and accessibility checks with actionable fixes.
Offline SAP ABAP static analysis, Clean Core readiness checks, and RAP scaffolding. No SAP system.
GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)
StackExchange MCP — wraps the StackExchange API v2.3 (free, no auth required for read)
Pipes Claude Code session output into Claude Chat — no more copy-paste between tools