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 |
|---|---|---|---|---|---|---|---|
| 301 | nockchain-mcpMCP Moved to io.github.winter0x/nockchain-mcp. This entry is no longer updated. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 302 | mne-docsMCP MCP server for MNE-Python documentation, source code, GitHub issues, and forum | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 303 | bounty-mcpMCP Live coding-bounty deal-flow from verified-escrow GitHub bounties 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 |
| 304 | cynicalsallyMCP Brutally honest code reviews: scores, real issues, and usable fixes. CLI + MCP server. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 305 | secretguard-mcpMCP Scans code for hardcoded secrets (AWS, Stripe, GitHub, JWTs) before an AI agent commits it. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 306 | ctxMCP Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 307 | release-notes-mcpMCP A small, generic MCP server for combining GitHub/GitLab/Gitea releases into product release notes | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 308 | cursor-chat-bridgeMCP Drive the Cursor agent from Telegram, Discord, or GitHub — with images and voice notes. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 309 | PitchPilot Agent Tools (legacy name - see sigtap)MCP Legacy name of io.github.unnamedaiagent/sigtap-agent-tools. Endpoints moved; see sigtap listing. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 310 | tiger-skillsMCP Provider agnostic skills implementation, with skills sourced from local paths or GitHub repositories | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 311 | GitHubInsightsMCP GitHub repo analytics, trending repos, contributor stats, and language breakdowns. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 312 | changelog-hqMCP Auto-generate changelogs from GitHub PRs with AI-powered categorization and rewriting. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 313 | Writing Style CheckerMCP Prose linter + AI-slop detector: weasel words, passive voice, hedging, and research-cited AI tells | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 314 | github-repo-mcpMCP MCP server for GitHub repo health, commit summaries, issue triage, and RAG Q&A. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 315 | theabbieMCP Live info about theabbie (Abhishek Chaudhary) from theabbie.github.io/about.json | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 316 | LatchkeyMCP Triage failing GitHub Actions jobs and see what self-heal repaired, in natural language. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 317 | DEPRECATEDMCP DEPRECATED: Please use io.github.tencent-lexiang/lexiang-mcp-server instead. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 318 | TesterArmyMCP Agents that test your web and mobile app like real users, on every pull request. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 319 | Tenpace Review RouterMCP Human-authenticated setup for routing GitHub pull requests into the right Slack channel. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 320 | spendtronMCP Finds the GitHub Actions workflow eating your CI bill and suggests fix diffs, verified against runs. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 321 | mcp-tenant-isolationMCP Static analysis scanner for MCP server code and multi-tenant SaaS applications. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 322 | Advanced GitLab MCP serverMCP 58 CQRS tools exposing 230 GitLab operations across 26 entity types | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 323 | n0s1-mcpMCP Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitHub and GitLab | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 324 | github-project-infoMCP Read public GitHub Projects v2 boards without auth — items, fields, story points, priority. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 325 | selvageMCP An LLM-based code review MCP server with AST-powered smart context extraction | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 326 | Promptlint MCPMCP Static linter for AI prompts: contradictions, redundancy, ambiguity, and fluff. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 327 | MooringMCP Git and GitHub operations — repo status, diffs, branches, PRs, issues, and Actions. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 328 | Project ContextMCP Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 329 | Standup from your activityMCP Generate your daily standup from real GitHub, Jira, Linear, and Slack activity. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 330 | GitHub Issue MCPMCP AI-powered MCP server for generating GitHub issues and detecting semantic duplicates. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 331 | Feedback Synthesis MCPMCP Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 332 | Data-grounded sprint retroMCP Data-grounded sprint retrospectives from your Jira, GitHub, and Slack activity. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 333 | NPMScanMCP Detect malicious or vulnerable npm packages: registry search, OSV.dev and GitHub advisory lookups | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 334 | SheriffMCP MCP server for fixing static analysis issues from SARIF reports with AI agents | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 335 | githubMCP GitHub analytics - repos, PRs, issues, releases, contributors | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 336 | standupbotMCP Turns your GitHub activity into a daily standup — commits, PRs, reviews & issues. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 337 | Llama AI MCPMCP Use Llama AI Chat to test Meta Llama 4 Maverick on code review, long PDFs, and screenshots. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 338 | W3cMCP W3C MCP — web-standards lookup over w3c/browser-specs (GitHub, CF-reachable). | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 339 | SuperheroMCP Superhero MCP — wraps akabab.github.io/superhero-api (free, no auth) | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 340 | Tldr PagesMCP tldr-pages MCP — fetched from the canonical github repo. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 341 | Mitre AttckMCP MITRE ATT&CK MCP — STIX bundles from github.com/mitre/cti. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 342 | GitignoreMCP gitignore MCP — github/gitignore templates. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 343 | Github_privateMCP GitHub Private MCP Pack — access private repos, org data via OAuth. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 344 | Perceptdot GitHubMCP AI agent vision for GitHub repository monitoring — with ROI measurement. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 345 | SkimlessMCP Reading order for big pull requests: what to read first, what can wait. Offline, no model. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 346 | sqlike-mcpMCP SQL static analysis & query-equivalence for Postgres, MySQL, SQLite, and SQL Server | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 347 | BenchBossMCP Play Chess, RPS-N and Safehouse Protocol via MCP. Public replays; GitHub verification required. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 348 | GitHub PR ContextMCP Retrieves GitHub PR history as context material; the connected IDE agent does the reasoning. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 349 | council-aiMCP Multi-LLM council: 25+ frontier models in parallel, consensus scoring, verdict-first code review. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 350 | GitLab Documentation MCP ServerMCP Searchable access to GitLab documentation from multiple repositories with full-text search. | 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.