开发工具 MCP 服务器

Local launch-readiness audit for AI-built apps: read-only checks, an evidence-based 0-100 score and guided fixes.

Transform project ideas into paint-by-numbers development plans with phases, tasks, and subtasks.

Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.

Enforces critical rules for Claude to prevent documented failure patterns, with a compliance verification checklist and rules summary.

Live docs MCP server. 793+ libraries, evidence-verified answers, code audit, snippets, dispatch.

.FAF Context — persistent project context for Cursor, VS Code and every MCP-compatible IDE.

React Native and Expo health check: upgrade blockers, store rules, crash risks, security findings

Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.

Local MCP broker that exposes one compact entry for many upstream servers.

Markdown reader and editor that tells coding agents what you are reading: the open document, section and selection, unread changes, your…

Exposes .context/ folder files as MCP resources so Claude Code can reference project documentation via @ mentions.

Interact with feature flags in Flipt.

Mobile E2E MCP (51 tools): iOS + Android, native UI + canvas/WebGL, no-vision, RN debug

Local-first safety and verification layer for coding agents: workspace confinement, command allowlists, scope-violation detection and…

Authenticated calls to any REST API: auto-login, token caching, 2FA/OTP support, Swagger spec fetching and fuzzy endpoint search.

WordPress management via WP-CLI, locally or over SSH: themes, plugins, posts, menus, users, database, scaffolding and cache.

Monitors coding-agent token cache using inventory theory (EOQ) and signals optimal session restart timing via a live dashboard and…

Web scraping MCP — extract clean markdown, links, and metadata from any URL.

Record and share AI-driven development history: saves project milestones with summaries, generates planning prompts and publishes to…

MCP server exposing rlg log streams to LLM agents via JSON-RPC 2.0 over stdio.

Cut 95% of framework noise and token bloat from error logs for AI agents.

Converts website and web app feedback and bug reports into context-enriched developer tasks for coding agents via Webvizio.

Local image and video processing: resize, convert, compress, crop, thumbnails, metadata extraction, rotate, flip, filters and ffmpeg-based…

Utility tools with x402 micropayments: JSON validation, base64, hashing, UUIDs, regex testing, Markdown and datetime conversion, cron…

Reports which of your code's API usages break when you upgrade a dependency (Python, .NET, Java).

Timezone-aware date and time operations: IANA timezones, timezone conversion and daylight saving time handling.

Find and remove the writing patterns a profile lists. Deterministic rules, model rewrite opt-in.

Translate design tokens between Tailwind, Figma, CSS, Material 3, and SwiftUI

Autonomous coding pipeline: frontier models plan and review, open-weight models write the code.

API testing tool with YAML tests and structured JSON failures agents can act on: run, validate, inspect, rerun failed tests and get fix…

Formats files using .editorconfig rules so AI-generated code follows project formatting standards.

Dependency policy and MCP server to stop AI coding agents from installing risky npm packages.

36 local developer utilities for AI agents. Hash, encoding, UUID, JWT, JSON, network, text.

Deterministic guardrail your coding agent runs on itself: diff-scoped findings, zero LLM tokens.

Fast architectural linter & guardrail engine for AI coding agents: detects layer violations, leaked secrets, and enforces .cursorrules &…

Checks the context files a coding agent reads against the git index, and reports what drifted.

Static-analysis context compiler for Python repos: selects callers, callees and related functions for a change and packs them into a token…

Enforces team naming conventions in AI-generated code.

AI execution pipeline with NAEF logic constraints, VERITAS build gates, semantic vault integration and Tri-Node Cortex validations to curb…

Token usage and cost tracking for OpenAI and Claude APIs with real-time session tracking.

Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and manage app releases.

Architecture-aware MCP context with boundaries, seams, impact scope, and BGI-TWIN guidance.

MCP server that teaches any AI agent the AIDE methodology via progressive disclosure

Jenkins CI/CD: job management, build status tracking, pipeline monitoring, artifact and queue management, and batch operations.

Developer MCP server: code analysis, JSON repair, imports, diffs, regex, format conversion.

Multi-perspective architecture review from viewpoints like CTO, security, product and DevOps, plus AI collaboration coaching and idea…

Jira and Confluence behind SSO via your own browser session: every mcp-atlassian tool, no API token

Gridproof your UI — automated spacing & grid QA in the agent loop (MCP server).

Project Telos local tools for inspectable AI work: source intake, workspace context, routing ledgers, action receipts and verification…

Profiles how you use any MCP server into a reusable, read-only skill: workflows, call chains and each tool's safety class.

Structural code context via TypeScript AST analysis: compressed symbol indexes, dependency graphs and git diffs, without a vector database…

Estimate, submit, monitor and fetch logs for GPU inference, training, fine-tuning and batch workloads on Jungle Grid.

Scan codebases for LLM API calls and estimate monthly costs. Compare costs between git refs to catch cost regressions during code review.

MCP server giving AI agents safe access to filesystem, databases, processes, and APIs.

MCP server for Chrome Web Store — extension upload, publish, status, and rollout

Developer toolkit: semantic code search, natural-language database queries, docs indexing and OpenAPI introspection.

Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools.

Query the Hirð compiler (typed actors on the BEAM): type inference, definition lookup, effect rows, IR fragments, actor protocols and…

Developer utilities MCP: base64, UUID, hash, JWT decode, cron, timestamps.

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE