Ranking · Coding
Best AI agents & tools for Coding
2,431 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 |
|---|---|---|---|---|---|---|---|
| 401 | secrets-audit-mcpMCP Detects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, OpenAI…), zero deps. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 402 | beacon-mcpMCP Search 17,900+ open-source AI agents by capability, ranked by GitHub traction. Free, no key. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 403 | zread-mcpMCP Zread.ai MCP Server - 连接 zread.ai 文档平台的 MCP 服务器，让 AI 助手能够阅读 GitHub 仓库文档、搜索代码、与仓库 AI 对话。 | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 404 | bitbucket-mcp-serverMCP Provider-agnostic, AI-review-first MCP server for Bitbucket Cloud. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 405 | gitlab-mcp-serverMCP GitLab MCP (Model Context Protocol) server for AI agents | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 406 | docfork-mcpMCP Up-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 407 | github-repo-intelligence-mcpMCP GitHub repo maintainability verdicts—maintained, slowing, at-risk, abandoned—via MCP. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 408 | codereviewbuddyMCP MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 409 | efficient-gitlabMCP Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 410 | git-enhancedMCP Enhanced Git MCP Server - Code review, commit analysis, and branch management | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 411 | githubMCP GitHub MCP Server - List PRs, issues, repo info, and search code | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 412 | cal-auto-pythonMCP Schedule a GitHub Projects backlog into Google Calendar, as a CLI or an MCP server. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 413 | Penniless Data UtilitiesMCP Ten x402-paid tools for JSON, YAML, cron, diff, text, DNS, WHOIS, GitHub, crypto, and email. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 414 | monthly-burnMCP Aggregates monthly cash burn across Anthropic, ElevenLabs, Cloudflare, Stripe fees, GitHub Action... | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 415 | BountyVerdict Agent Decision ToolsMCP Read-only GitHub bounty, agent harness, Actions failure, flake, and MCP tool-drift decisions. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 416 | github-mcp-serverMCP AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact responses. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 417 | MCP GitlabMCP Secure MCP server for GitLab projects, merge requests, issues, and pipelines | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 418 | auditMCP Score a public GitHub repo 0-100, or search Legit.Show for launched software by what we measured. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 419 | devflow-mcpMCP MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 420 | codebahnMCP Codebahn is the private GitHub alternative: fast Git and CI for developers and teams. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 421 | secenv-mcpMCP Centralized secrets manager MCP server. Generate .env files, rotate keys, sync to GitHub Actions. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 422 | omni-mcp-serverMCP All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. Agent Mode opt-in. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 423 | Octocode MCP - AI Context PlatformMCP AI code research platform. Search, analyze, and extract insights from any GitHub repository. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 424 | B1Brain-WikiMCP Curated GitHub repo corpus with DaVinci insights. Featured=deep analysis; Overview=orientation. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 425 | OneTool MCPMCP One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 426 | ForumsMCP Ask any GitHub repository a question. Get source-backed answers. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 427 | gha-intelMCP Workflow timing analysis, configuration audit and billing insight for GitHub Actions. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 428 | atlassian-dc-mcp-bitbucketMCP MCP server for Atlassian Bitbucket Data Center - interact with repositories and code | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 429 | DemandScopeMCP Live demand signals for idea validation: npm/PyPI downloads, GitHub + HN attention trends. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 430 | RemogramMCP SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab, and GitHub providers | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 431 | fake-star-auditMCP Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 432 | Reuse Before GenerateMCP Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 433 | star-trajectoryMCP Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/48h projection | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 434 | KukGitMCP Read and write KukGit repositories, files, issues and pull requests from an AI assistant. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 435 | Agentic PlatformMCP Free MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 436 | ProjectPulse MCPMCP Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 437 | MCP Assist — Coordination MemoryMCP Coordination memory with verification: reconcile-against-GitHub, verdict freshness, provenance. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 438 | contextforge-mcpMCP Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 439 | GitHubMCP Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 440 | defluffMCP Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 441 | OmniGlyphMCP Local symbol ground truth MCP server for Unicode lookup and code-symbol linting. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 442 | Self-hosted GitHub MCP serverMCP Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so it works with… | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 443 | hotinMCP What's hot in AI right now, ranked with receipts from GitHub, HN, npm and Hugging Face. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 444 | blobpediaMCP Celestia knowledge base: CIPs, docs, forum, videos, GitHub, plus live on-chain state | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 445 | ThinkReviewMCP Live PR/MR code reviews via review_url_code. OAuth or portal Bearer auth. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 446 | HarvestMCP Plain-English training-data scout: 12 experts sweep HuggingFace + GitHub, compose scored packs. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 447 | github-analytics-mcp-serverMCP Get GitHub repository stats, search repos, analyze languages, and compare projects | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 448 | Kaito Query ServiceMCP AI LLM with Gemini, MiniMax, Replicate, OpenRouter. Vision, search, code review. USDC on Base. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 449 | developer-tools-mcp-serverMCP Access GitHub repos, npm/PyPI packages, Stack Overflow, arXiv, and Google Scholar | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 450 | myopicMCP Code-review MCP: review a GitLab MR or GitHub PR against the whole codebase, not just the diff. | 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.