The library

mcp · Integrating Stripe payment operations into AI agents with permission control via Restricted API Keys.

mcp · Backend developers automating type-safe API client generation from OpenAPI contracts.

mcp-server · MCP server developers needing production-hardened scaffolding with audit, metrics, and role-based access control.

figma-developer-mcp · Cursor and other AI IDEs that need clean, simplified design metadata to one-shot accurate component implementations.

mcp-server · Agents executing on-chain operations that need non-custodial Phantom wallet integration without embedded keys.

mcp-server · SAP developers integrating CAP-CMS data access into AI agents.

openapi-mcp-server · Generic REST API integration when OpenAPI specs are available.

codex-mcp-server · Claude integration with OpenAI Codex for AI-powered code analysis.

mcp-server-circleci · CI/CD automation agents querying pipeline and build status.

postman-mcp-server · Use when agents need to dynamically test APIs or keep code synchronized with Postman collections.

langsmith-mcp-server · Use when you need to audit LLM traces, pull prompt templates, or compare experiment performance.

mcp-server · Use when agents need serverless Redis or message queue operations with automatic scaling.

lsp-mcp-server · Use as primary tool for code navigation over Grep — provides semantic accuracy across monorepos.

svelte-llm-mcp · Use when agents need latest Svelte/SvelteKit syntax without stale docs in training data.

touchdesigner-mcp-server · Use when agents need to automate TouchDesigner parameter changes.

ssh-mcp-server · Use when agents need execute remote commands with command security controls.

mcp-server · Use when agents need manage hosting resources via OAuth.

ralph-hero-mcp-server · Managing GitHub issues through workflow states in Claude without shelling out to gh CLI.

mcp-server · Syncing test execution and defect data from Qase into Claude workflows.

agent-orchestrator-mcp-server · Running multiple Claude agents in parallel with full lifecycle management and transcript persistence.

mcp-server · Observing and debugging LLM traces, managing prompt versions, and running scenario evaluations.

mcp-server · Managing infrastructure secrets from Claude when Doppler is your secrets source-of-truth.

godot-mcp-server · Live Godot editor manipulation from Claude with real-time scene/script sync and interactive dependency visualizer.

mcp-server · Managing infrastructure deployments from Claude when diviops is your IaC tool.

gitlab-mcp-server · Managing GitLab projects and CI/CD from Claude when GitLab is your VCS and CI/CD platform.

gitlab-mcp · When you need to automate GitLab workflows (MRs, pipelines, work items) with per-instance support and want schema filtered to what your tier actually supports.

musea-mcp-server · When you have a Vue design system and want LLM-driven component analysis, variant generation, and token lookup without leaving the MCP interface.

pl-mcp-server · When you need agents to control a Platforma Desktop project directly (click, type, screenshot) rather than just calling APIs.

docusaurus-plugin-mcp-server · When your docs are in Docusaurus and you want agents to search them with a plugin that's built-in to your static site.

docs-mcp-server · When you want version-specific, always-fresh documentation lookups across npm, PyPI, GitHub, and local files in a single tool.

mcp-server · When you hop between Claude Code, Cursor, and Windsurf and want shared session context (decisions, blockers, work summary) everywhere.

compress-tokens · When you need to compress webpages to clean markdown for LLM context windows and want to save tokens on long articles.

mcp · When you want instant, proof-backed security findings in your IDE or CI without noise and prefer deterministic rules to ML models.

gemini-mcp-tool · Analyzing large codebases and files using Google Gemini's massive token window.

mcp-server · Debugging production incidents by accessing real observability data from Last9.

configure-mcp-server · Configuring AI agents to access enterprise search via Glean's MCP servers.

efficient-gitlab-mcp-server · Progressive-disclosure access to GitLab projects with read/write capabilities.

tiny-stdio-mcp-server · Building minimal MCP servers with typed tools and rich content helpers.

mcp-server · On-demand GPU clusters for AI inference or fine-tuning without Kubernetes complexity.

mcp · Bridge MCP servers into developer CLIs with automatic argument coercion and caching.

context-awesome · Agents needing high-quality vetted resource recommendations instead of general web search.

pr · One-command workflow to atomically format, stage, and push a PR without manual git steps.

Q · MCP-first code intelligence queries when you need call/def/ref across the whole codebase without manual grep.

qa · Verifying semantic and regex search implementations work correctly across all file types and languages without blocking or pagination bugs.

cr · Catching language-specific bugs and design issues before commit by applying both project-local and generic review profiles to changed code.

ci · Testing a Haskell-to-Rocq compiler change locally before pushing by running the exact GitHub Actions workflow steps without Docker.

av · Programmatically launching and controlling multiple AI agent sessions without TUI overhead when orchestrating batch work or CI/CD-driven agent tasks.

pr · Separating code review (clean diff) from planning artifact archiving, allowing reviewers to focus on implementation while preserving design rationale as write-once history.

rlm · Deep codebase analysis on large repositories requiring multi-level reasoning without manual context pruning, routing models and tool access by depth/effort.

db · Quick ad-hoc database queries during development when Docker Compose is the deployment model and CLI access is faster than GUI tools.