Ranking · Coding
Best AI agents & tools for Coding
2,430 tools cover at least one of the 12 coding tasks, ranked by coverage score: how much of the theme's tasks each one covers.
Tasks in this theme:Automate CI/CD pipelinesBuild a websiteBuild an internal toolFix bugs in a codebaseGenerate unit testsIntegrate two APIsMigrate a codebase to a new frameworkMonitor production incidentsReview pull requestsScan code for vulnerabilitiesWrite code from a specificationWrite technical documentation
| # | Tool | Coverage score | Tasks covered | Best at | Access | Trust | Seen |
|---|---|---|---|---|---|---|---|
| 201 | Hookwarden — Webhook IntegrityMCP Webhook signature-verification audit. Stripe, GitHub, Shopify, Twilio +17. Local. Deterministic. | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 202 | release-radarMCP Correlate GitHub releases with Sentry issues and PagerDuty incidents. | 2.5 | 6 / 12 | Fix bugs in a codebase · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 3d ago |
| 203 | Azure DevOps On-PremisesMCP MCP server for on-premises Azure DevOps Server and TFS: repos, pull requests, work items, and wiki. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 204 | mcp-gitlabMCP MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 205 | PerceptdotMCP B2A2H platform — tracks GA4, Vercel deployments, GitHub workflows with AI-powered ROI analytics. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 206 | github-actionsMCP GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 207 | gitlab-ci-mcpMCP GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted). | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 208 | daemoonMCP One PAT, any MCP agent: Vercel, GitHub, Cloudflare, Supabase, GCP — unified dev infra gateway. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 209 | IAC Audit PackMCP Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 131 checks. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 210 | CICD AIopsMCP Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 211 | lastseen mortalityMCP Check whether an npm package, GitHub Action, MCP server or Docker image is dead or abandoned. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 212 | ArletMCP Create, deploy, and operate MCP servers directly from your GitHub repositories. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 213 | vercelpycheckMCP Scan a public GitHub repo for known Vercel Python-runtime deploy footguns. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 214 | salesforce-devopsMCP Plan Salesforce deploys, open pull requests and trigger pipelines from your AI client. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 215 | blitz.cloudMCP Host apps in the EU from your assistant: App Store, Docker, GitHub, databases, logs. | 2.5 | 6 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 216 | CloudBees Unify MCP ServerMCP Connect AI agents to CloudBees Unify: feature flags, CI/CD, release orchestration, and security | 2.3 | 4 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 217 | allure-testops-mcpMCP Allure TestOps MCP — projects, launches, test cases, test results via REST API. | 2.3 | 5 / 12 | Build an internal tool · Generate unit tests · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 218 | BoltworkMCP AI services via Bitcoin Lightning — PDF summarisation, code review, translation and more. | 2.3 | 5 / 12 | Write technical documentation · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 219 | Multi-MCPMCP Multi-model AI orchestration MCP server with code review, compare, and debate tools. | 2.2 | 5 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 220 | Rubrik Security CloudMCP Connect AI assistants to the Rubrik Security Cloud GraphQL API to discover, query, and automate. | 2.0 | 4 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 16h ago |
| 221 | mcp-serverMCP Scan APIs for OWASP Top 10, LLM, and GraphQL security vulnerabilities. | 2.0 | 4 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 222 | universal-connector-mcpMCP Security-first MCP server that connects any OpenAPI, GraphQL, gRPC or SOAP API to AI agents. | 2.0 | 4 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 223 | ToolYourMCP Remote MCP: plan, run, verify for SEO/security/ship-gate. Same REST API key; 500 free credits/month. | 2.0 | 4 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 224 | KubeStellar MCPMCP AI-powered Kubernetes diagnostics, RBAC analysis, security checks, and app deployment via MCP | 1.8 | 4 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5h ago |
| 225 | svixMCP Send and debug webhooks — applications, endpoints, messages, delivery attempts and replays. | 1.8 | 4 / 12 | Build an internal tool · Fix bugs in a codebase · Integrate two APIs | REMOTELOCAL | DECLARED | 3d ago |
| 226 | Unraid RMCPMCP Rust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 4d ago |
| 227 | webhookMCP Send, validate, debug webhooks for AI agents | 1.8 | 4 / 12 | Build an internal tool · Fix bugs in a codebase · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 228 | F5 Distributed Cloud Terraform ProviderMCP F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscription info for AI. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 229 | crowvaultMCP 327 dev tools via REST API and MCP. Generate Dockerfiles, schemas, K8s, APIs, and more. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 230 | pipeheroMCP Debug webhooks from your AI agent: inspect and replay captured webhooks on localhost. | 1.8 | 4 / 12 | Build an internal tool · Fix bugs in a codebase · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 231 | OWASP ZAP MCP ServerMCP MCP server for OWASP ZAP vulnerability scanning with Docker management | 1.8 | 4 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 232 | mockzilla-mcpMCP Mock OpenAPI specs locally, or log in to deploy hosted mocks on mockzilla.org from your MCP client. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 233 | graphql-rest-bridgeMCP Cloudflare Workers MCP server: graphql-rest-bridge | 1.8 | 4 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 234 | graphql-dos-shieldMCP Cloudflare Workers MCP server: graphql-dos-shield | 1.8 | 4 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 235 | Utility MatrixMCP Free browser-based calculators and analyzers for cloud cost, DevOps, security, and data governance. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 236 | Vercel MCP ProMCP Complete Vercel MCP: deploys, logs, projects, env, domains, DNS, certs via the full REST API | 1.8 | 4 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 237 | floomMCP Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 238 | mcp-docker-release-informationMCP MCP server providing Docker Desktop release notes and security information. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 239 | obsidian-mcp-secureMCP Secure MCP server for Obsidian with OWASP Top 10 controls and full audit logging. | 1.8 | 4 / 12 | Fix bugs in a codebase · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 240 | release-gateMCP Pre-deploy security auditor for AI agent code — the risks generic SAST misses. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 241 | Docker Compose AuditMCP Security audit for docker-compose.yml — 25 checks: secrets, privileges, network, volumes, images. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 242 | DevOps & Cloud Code AuditorMCP Detects database migration table locks, terraform cost leaks, and OWASP API flaws. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 243 | ClevernameMCP AI agent governance — security scanning, BYOK routing, audit logging, and Council approvals. | 1.8 | 4 / 12 | Fix bugs in a codebase · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 244 | Air PipeMCP Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 245 | ThornGuardMCP Remote MCP security gateway for auth, redaction, policy enforcement, and audit logging. | 1.8 | 4 / 12 | Fix bugs in a codebase · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 246 | Unraid RMCPMCP Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workflows. | 1.8 | 4 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 247 | trigger-devMCP Debug background jobs — runs, traces, spans, schedules, queues and deployments. | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 3d ago |
| 248 | datadogMCP Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 249 | Sable Platform + HyperDX ObservabilityMCP Manage Sable AI voice agents, query HyperDX logs and metrics, and deploy — all from your IDE | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 250 | cloudpulseMCP Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare. | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.