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 |
|---|---|---|---|---|---|---|---|
| 251 | RokuMCPMCP MCP server for Roku device automation — deploy, ECP control, screenshots, and debug console | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 252 | Lumino MCP ServerMCP AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 253 | Agentry.sh ObservabilityMCP Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation. | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 254 | ellmos ServerCommanderMCP Server operations MCP: HTTP health checks, log analysis, deploy dry-runs, mail diagnostics. | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 255 | androidbuild-mcpMCP Build, deploy, drive and debug Android apps: Gradle, emulators, adb, logcat, UI automation | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 256 | k8scortex-mcpMCP Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps, multi-cluster. | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 257 | Prefect MCP ServerMCP MCP server for Prefect. Monitor and debug workflows, deployments, and automations. | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 258 | Railway MCPMCP Develop, manage, and debug Railway projects, services, and deployments from within agents. | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 259 | Mengi CloudMCP Manage Kubernetes clusters, deployments, databases, secrets and observability on Mengi Cloud. | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 260 | AlpicMCP Manage your projects, debug deployments, and check analytics for any MCP server you host with Alpic. | 1.7 | 3 / 12 | Monitor production incidents · Automate CI/CD pipelines · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 261 | Agentic Task System (ATS)MCP MCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 15m ago |
| 262 | whichlibMCP Dependency picker for coding agents: recommends, compares and scores GitHub repos with a verdict. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 46m ago |
| 263 | SandboxAPIsMCP Drop-in read-only replicas of GitHub, Jira, Slack and 18 more, preloaded with one fake company. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 12h ago |
| 264 | NamliMCP Checks if a project, brand or app name already exists: trademarks, domains, web and GitHub. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 16h ago |
| 265 | takenMCP Check if a GitHub issue is taken before volunteering for it. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 20h ago |
| 266 | AppWizzy ProjectsMCP Create and monitor AppWizzy app environments from GitHub or ZIP with AI agents. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 267 | gitlab-mcpMCP GitLab over MCP from your own account: issues, merge requests, reviews, the repository and CI. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 268 | gitlab-mcpMCP GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 269 | VersionlyMCP Monitor third-party API changes in GitHub repos, map breaks to files, open reviewable auto-fix PRs. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 270 | cliMCP Search your developer network and trace connection paths via GitHub & LinkedIn. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 271 | Pine Script Strategy AuditMCP Static analysis for Pine Script v6 strategies — catches backtest-vs-live divergence traps. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 272 | uploads.shMCP Host files from coding agents; stage on a branch and attach to GitHub PRs. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 273 | GitHubMCP Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 274 | cubicMCP Triage cubic AI code review findings, start PR reviews, and read wikis, scans, and team learnings. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 275 | GitHub Repo Change IntelligenceMCP Track public GitHub repos: free snapshot, paid release, star & issue intel via x402 USDC. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 276 | OpenOSINTMCP AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 277 | OctoCounts MCP ServerMCP Analyze and compare public GitHub repo line counts (SLOC) via OctoCounts, from any MCP client. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 278 | rrubocopMCP Fast RuboCop-compatible Ruby linter with MCP inspect and autocorrect tools. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 279 | mcp-netassistMCP Windows network and proxy diagnostics: GitHub reachability, proxy ports, DNS/TCP, and fixes. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 2d ago |
| 280 | AgentoolRankMCP Search, compare and list 460+ open-source AI agent tools ranked by live GitHub activity. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 2d ago |
| 281 | Gitleaks Cloud - GitHub API Key Hunter & Secret ScannerMCP Gitleaks Cloud - GitHub API Key Hunter & Secret Scanner | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 2d ago |
| 282 | Sam's Club Sponsored Ads APIs (deprecated)MCP Deprecated; use io.github.alyiox/mcp-walmart-ads. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 3d ago |
| 283 | brainstorm-mcpMCP Multi-model AI brainstorming debates with code review and quick perspectives | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 3d ago |
| 284 | better-code-review-graphMCP Token-efficient code review knowledge graph: semantic search and call-graph resolution. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 3d ago |
| 285 | GitDiagramMCP Architecture diagrams, explanations and Mermaid source for public GitHub repositories. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 3d ago |
| 286 | ask-antigravityMCP Bridge Claude with Google's Antigravity CLI (agy) for code review and second opinions | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 3d ago |
| 287 | Passport.MeMCP Your Gmail, Calendar, Drive, GitHub, Oura, wallet and reviewed profile facts in any MCP client. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 3d ago |
| 288 | arkgateMCP When the agent writes a bad import, the write doesn’t land. The same check fails the pull request. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 4d ago |
| 289 | ConnectionsMCP AWS, GitHub and connected services from your agent, no keys to paste, plus local shell and browser. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 4d ago |
| 290 | mcptask.onlineMCP Task management for people and autonomous AI developers: tasks, stories, work logs, pull requests. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 4d ago |
| 291 | MAD Synapse · Web & ResearchMCP Read the web (page text, DNS, WHOIS, TLS, uptime) + research (Wikipedia, arXiv, GitHub, packages). | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 4d ago |
| 292 | ui-ticket-mcpMCP Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 4d ago |
| 293 | gitlab-docsMCP Search and browse 2,900+ official GitLab documentation pages via MCP | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 294 | Superpowers.socialMCP Live X/Twitter and Reddit research. 10 read-only MCP tools, Google/GitHub sign-in. Free tier. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 295 | Gerrit Code ReviewMCP Capability-gated Gerrit code review tools with opt-in review notifications pushed into the session | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 296 | star365 HQMCP Keyless web, GitHub, YouTube and Reddit search and read. Delegated shop, booking and signup. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 297 | glim.shMCP Give your agent live data from Twitter, Reddit, the web and GitHub. No API keys, no scraping stack. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 298 | Rami Code ReviewMCP AI code review for GitHub PRs with an MCP autofix loop for Claude Code and Cursor | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 299 | Linear ProjectMCP Scope-gated Linear project administration with optional GitHub and Obsidian evidence adapters | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 300 | SlopScoreMCP Browse, search and scan a public leaderboard of AI-generated GitHub repos. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.