All MCP servers

Pre-flight query cost and result-size guardrails for AI agents on BigQuery, Snowflake, Databricks

Distress signal for AI agents: report where you get stuck on websites and fetch site-owner hints.

Local secret guardrails: scan code, git changes and MCP configs for API keys; redact text

Render Markdown, HTML or invoice/certificate/report templates to PDF files via the PaperType API.

Desktop UI automation for AI agents: verified clicks, UI Automation, OCR, scenario runs, recording

Re-Agents.ai tools for AI agents: website audits and your approved company knowledge.

MCP server for the OpenTofu/Terraform native test framework: scaffold, mock, validate, run tests

Query, monitor and schedule SQL across your databases: schemas, read-only SQL, alerts, hosts.

Read-only Apache NiFi, ClickHouse and Kafka access with OIDC, audit and secret masking

Drive IPG CarMaker for Simulink: run test runs, read results, edit vehicle data and parameters.

DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.

Lets an AI agent edit vertical 9:16 video ads from your footage, a reference ad or an idea.

Security-first Binance MCP. 26 tools, human-confirmed spot trades, offline quant research.

Read-only Playwright CI results for agents: new vs known failures, flaky tests, test history.

Clean up talk recordings: find redos, retakes and dead air, review every cut, render and verify.

A true MCP server where the agent is the model and the API key. No API keys.

Fake test data (CSV, JSON, SQL) from a schema. Reserved-range identifiers; reproducible by seed.

Configure OpenDeck stream controllers (Stream Deck and others) in natural language.

Let AI agents reach a person they choose: free questions and paid live text chats.

Read-only TikTok Shop Partner API: orders, finance, products and analytics across shops.

MCP server for Disney Lorcana TCG: enrich collections, search cards, build decks, audit data.

SQL migration, AWS Glue job generation, and PySpark optimization as an MCP server.

AWS, GitHub and connected services from your agent, no keys to paste, plus local shell and browser.

75 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.

Spotify Web API MCP: playback, library, playlists, search, podcasts. Not affiliated with Spotify.

Query IP locations and network ownership in GeoIP2, GeoLite2, and custom MMDB databases.

Shared memory, work claims and handoffs so parallel AI coding sessions stop colliding.

Instagram content studio for Claude: analytics, competitors, Reels, publishing queue.