"Make" matching MCP servers:

• Make Monitor MCP

  andrmish

  F

  license

  -

  quality

  B

  maintenance

  Read-only MCP server for monitoring Make.com scenario errors from ChatGPT, enabling listing scenarios, viewing recent errors, and getting execution details.

  Last updated 2026-07-20

• blackwall-mcp

  bluetieroperations-create

  A

  license

  A

  quality

  B

  maintenance

  A pre-action risk gate for AI agents. Your agent calls the forecast tool before any irreversible action — send email, run SQL, make a payment, delete a file — and gets a risk score (0–100) and a GO / CONFIRM / STOP verdict in a few seconds.

  Last updated 2026-07-14

  1

  206

  MIT

• ai-dev-analytics

  LWTlong

  A

  license

  A

  quality

  A

  maintenance

  AI development observability platform. It silently captures structured data from vibe coding sessions via MCP and codifies deviation patterns into project rules to make AI write better code. 100% local and zero runtime dependencies.

  Last updated 2026-07-20

  10

  44

  8

  MIT

• symfony-runtime-mcp

  skrepr

  A

  license

  -

  quality

  B

  maintenance

  MCP server that exposes Symfony profiler runtime data (requests, queries, logs) to AI agents like Claude Code for debugging and optimization.

  Last updated 2026-07-14

  MIT

• CodeKarma MCP Server

  firgga-sunil

  F

  license

  -

  quality

  C

  maintenance

  Provides production insights and code analysis by leveraging Nexus instrumentation data to identify CPU-intensive methods and visualize execution flow trees. It enables developers to make data-driven decisions through real-time performance metrics and automated service discovery from Java class names.

  Last updated 2026-01-22