Developer Tools MCP Servers

Audit-first test strategy MCP server for repository-native test planning.

Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.

Call your local Ollama or vLLM model over MCP with schema-validated JSON output

Read-only Symfony introspection: routes, services, entities, Doctrine, security, Twig and more.

Native runtime debugging via DAP-to-MCP for crashes, hangs, dumps, symbols, and forensics.

Operate smplkit from your agent: feature flags, config, logging, audit, and scheduled jobs.

Prompt library with versioned prompts and per-version model settings for text, image and JSON; tracks edits and proposes refined versions.

The API-change deploy gate for AI coding agents. Read-only breaking-change detection.

SigRank SignalAF on-device scanner — four-token cascade, leaderboard, 25 local tools.

CT C/C++ unit and integration verification for functional-safety projects via coding agents and MCP.

Build WordPress sites on the Sweipe or FlatMobile themes: import demos, build a site from a brief, review it, rewrite page copy and change…

Large-file-safe JSON MCP server. Format, validate, search, JSONPath query, deep diff, and format conversion (CSV/TSV/YAML/TypeScript). 10…

Deterministic axe-core accessibility scans (WCAG 2.1 AA, EN 301 549, PDF/UA) via your account.

Turn Markdown into a shareable link rendered as a typeset document (tables, Mermaid, math, pagination); content is stored in the URL, not…

Bounded local synthetic experience addressing, selective materialization and provenance rehearsal.