MCP servers

Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.

Dress rehearsal for agent SQL: cost preflight, auto-fix, 1% sample runs, budget-gated execution.

Config drift, CIS/PCI checks, 802.1X diagnosis, certs inside configs, topology, change pre-flight.

Local LLM cost proxy: forecasts each call and recommends the cheapest model that clears the task.

Convert Revit files to XKT, IFC, or DWG and query BIM data via natural language.

MCP server for the National Bank of Belgium SDMX statistical API (221 dataflows).

Stops an agent's Trino or Pinot query before it runs if it costs too much or reads outside its grant

MCP server for the Frame security scanner: scan, verify, fix, exploit, packs and separation logic.

Cross-client AI memory hub: agents share one SQLite memory.db via file-level pointers.

Run AI-moderated interviews, conversational surveys and qualitative analysis on QualiTaTi from your

MCP server for WolframScript

Find where to post on Reddit and score your draft before posting — no API keys needed.

Control tvsub for Apple TV.app: subtitles, glossary-aware translation, overlay, styling, and sync.

MCP server for Bitbucket API - manage repositories, pull requests, comments, pipelines and more

Search and read your Laxis meeting transcripts, AI summaries, and participants from Claude.

Financial models Claude builds and edits: items, formulas, dependencies, branches. Exports to Excel.

Natural AI voiceovers: search 500+ voices, generate speech, design and save custom voices.

Free, no-auth tools for AI search visibility: robots.txt, schema, rendering, sitemap, PageSpeed.

Cloudflare Workers MCP server: agent-workflow-engine

Cloudflare Workers MCP server: ai-crawler-policy

Cloudflare Workers MCP server: ai-gateway

Cloudflare Workers MCP server: api-composition-gateway

Cloudflare Workers MCP server: api-landing

Cloudflare Workers MCP server: api-perf-analyzer

Cloudflare Workers MCP server: api-request-deduplicator