Developer Tools MCP Servers

GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.

C++26 paper reference backing a Claude Code plugin: paper lookup, fuzzy search and compiler support status over the ISO/IEC 14882:2026…

Local, deterministic QA review routing with fixed profiles and risk-based escalation; evidence and final decisions stay with the host.

AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, video. 49 tools.

Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT and async-profiler, with conservative scans, deep forensics and…

List, create and update test cases in TestCollab with filtering, sorting and pagination.

Chat, generate, pull, list and inspect models with Ollama.

Deterministic local cross-service API-chain discovery for AI coding agents.

Wopee.io AI testing agents: dispatch analyses and test runs, fetch artifacts and results.

Access JSR, the JavaScript Registry.

Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.

Look up SDKs, frameworks and dependencies used by macOS and Windows desktop apps, search by technology adoption and compare stacks via…

Read-only registry of animated companion packs (pets) for Codex: search, preview and install community pets and generate badges and embed…

Agent-optimized MCP server with structured JSON tools. 20-45% token savings.

Local-first MCP runtime for coding agents with safe workspace access, AST/LSP navigation, and Git.

UploadKit MCP — 40+ upload components, route scaffolds, BYOS setup, full docs search.

Delegates documentation and code analysis, including calls to other MCP servers, to a local or low-cost OpenAI-compatible LLM to save…

Version-aware docs for coding agents: finds llms.txt, OpenAPI and skill specs, resolves dependency versions, detects pitfalls and verifies…

AST-based codebase map, token compression and context packaging for AI coding agents and IDEs.

Feedback loop for coding agents: CI monitoring, process watching, file change detection and HTTP polling.

Search 25K+ verified engineering fixes by error or technology. For developers and AI agents.

Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.

Semantic map of a .NET test-automation solution for AI agents — search, impact, endpoints

Bug fixing for AI-built apps: plain-English diagnosis + a ready fix, in your editor.

Read-only Nacos config and service discovery for Spring Cloud repos: finds environments from application/bootstrap files and diffs config…

Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, versions.

Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP.

9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement.

Strict AI code reviewer powered by Groq. Finds bugs and vulnerabilities.

MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config

Returns only the unit tests affected by your current Kotlin/Android code changes.

Snapshot tests and CI for agent workflows: record a run, replay it at 0 tokens, diff for drift.

NowSecure Platform mobile security testing: list applications, pull remediation findings and generate PDF reports locally.

Host-level telemetry gateway letting sandboxed agents fetch container logs and track kernel resource metrics.

Generates Architecture Decision Records from Claude Code conversations, with quality review, duplicate detection, a dependency graph and…

Read-only MCP server for ROS2 and DDS: topics, participants, QoS mismatches, bags.

Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.

Design review of rendered UI for coding agents: submit a preview URL, get findings with element references and recheck after fixing.…

Search and share Claude Code snippets, prompts, Q&A solutions, error fixes and MCP server configurations from the ClaudeCodeNavi community.

CI for ink interactive-fiction stories: compiles, playtests every branch and finds runtime errors, unreachable knots and every distinct…

Network control and management via the POX SDN controller.

Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.

Generate PWA icon sets and iOS splash screens from a text prompt or an existing image.

Build smart-glasses apps with AI agents: scaffold, validate, and simulate before real hardware.

Generate API test cases from Swagger/OpenAPI specs (auth, validation, boundary, security and more) and export them to Gherkin, Postman,…

ASO Scanner — the free Agent Readiness scanner as an MCP server. Measures your ASO Score (Agent.

ASO Score MCP — the free ASO Score scanner as an MCP server. Measures your ASO Score (Agent.

Search, read and manage AI agent instruction blueprints (AGENTS.md, CLAUDE.md) on LynxPrompt

Deterministic symbol oracle over a locally built index of the repo: whether a symbol exists, what a file declares, and what changed…

Give AI agents a persistent pixel-art character reflecting their state in real time.

Read-only access to the agentic-os governance, SDLC and QE methodology, with install planning and verification.

Detect stale source context and retain traceable code-chain understanding for AI coding agents.

Detect AI-generated text via the GPTZero API, with confidence scores, probability breakdowns and French and Spanish support.

The Figma desktop app as an MCP server: full Plugin API for AI agents. Local, no token, no quota.

Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.

Web animation accessibility MCP: GSAP, static CSS checks, prefers-reduced-motion, WCAG 2.2.2/2.3.3.

Policy layer for multi-agent workspaces: a JSON file sets what each path is worth, agents dry-run cleanup plans, and actions land in a…

Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).

Explains why code exists by tracing lines back to commits, GitHub PR descriptions and linked issues, plus file history, commit search and…

Keeps agents grounded in project rules: query coding standards, validate snippets and get task-specific guidance from version-controlled…