"Evaluating Mistral Small 27B for function calling and replacing Claude 3.7 in Roocode" matching MCP connectors:

Manage CI/CD pipelines, debug failed builds, and optimize test suites directly from your AI tools and agents - no terminal required. The CircleCI MCP Server is a remote server hosted by CircleCI that connects AI tools and agents directly to your CI/CD pipelines, giving you a conversational interface to the same pipeline, workflow, job, and artifact data you'd normally reach through the CircleCI CLI or dashboard.

Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client. Air Pipe MCP token as a bearer credential, e.g. 'Authorization: Bearer <token>'. Create one at https://app.airpipe.io/

Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.

Verify PyPI and npm packages, symbols, and version diffs against real artifacts. Free, no account.

Deploy and host AI-built websites on EU infrastructure, straight from your AI agent.

Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client.

Manage Laravel Forge servers, sites, and deployments from your AI assistant.

AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).

An MCP server that let you interact with Cycloid.io Internal Development Portal and Platform

Let Claude and ChatGPT publish real websites — iterate in previews, keep the good one.

AppDeploy turns app ideas described in AI chat into live full-stack web applications

Build, version, review, and export websites, web apps, and games from a conversation.

Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.

Free selector plus read-only GitHub bounty, agent harness, Actions, flake, and MCP drift decisions.

Read-only GitHub bounty, agent harness, Actions failure, flake, and MCP tool-drift decisions.

Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

Inspect and control your Northflank projects, services, jobs, and builds from your AI assistant.

Keep a target database continuously in sync with a source on another provider, then promote it.