Developer Tools MCP servers

Gold-first AI-agent traceback diagnosis, exact fixes, verification, and reusable prescriptions.

MCP automation loop with 167 tested tools for Godot 4

Live access to 12 shadcn-style component libraries so agents compose UI from real components.

MCP server for Samotpravil API — docs, typed tools, Python SDK parity, safety flags.

Auto, manual, or hybrid docs that never fall out of sync.

Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.

Deterministic Artifact Evaluation preflight and run-path grader for research repositories.

Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding agents, fully local

Self-hosted artifact publishing: POST HTML/JSX/Markdown/zip, get an unguessable URL on your domain

Advanced analytics, reporting, and safe mutations for Zebrunner. 64 tools, 14 resources, 17 prompts.

Gate AI-written tests: heal safe drift, refuse to hide real bugs, sign a verifiable receipt.

HTTP/REST client with saved collections, env secrets, and SSRF-safe host allowlisting.

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Pact 5 tooling: REPL test runs, trap scanning, gas estimation, interface diff, format checks.

Official Arm MCP server for code migration, optimization, and Arm architecture guidance

Find, pay for & call APIs in USDC from AI agents - gasless, sub-cent, 0% commission.

Stdio-first Agent MCP workpack for local tools, audit chains, search, memory, and pipelines.

Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA runs.

MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.

Beta conda env/package MCP server; requires conda, auth, and Beta Terms.

Read-only, zero-key MCP server for point-in-time AI model API prices. Open data, CC BY 4.0.

Reads a boat's Signal K data and helps an AI assistant design and install KIP dashboards.

11-scanner SAST/DAST MCP server with closed-loop remediation, SBOM/SARIF, and CI integrations

See each coding-agent subscription's live limits and offload work to one with headroom.

Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.

Durable MCP control plane for long-running Codex Desktop tasks.

Access Bugfender logs, crashes, devices, and user feedback from MCP-enabled clients.

Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI coding tools.