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 |
|---|---|---|---|---|---|---|---|
| 351 | 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 |
| 352 | github-gistMCP MCP server to create, read, update, list, and search GitHub Gists from your IDE | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 353 | ruchy-mcpMCP MCP server for Ruchy: code analysis, scoring, linting, formatting, and transpilation tools | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 354 | GitHub to MCP ConverterMCP Convert any GitHub repo to MCP server - automatic tool generation API wrap | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 355 | AI Tool Discovery AgentMCP AI agent discovers MCP servers from GitHub npm - analyzes APIs configs | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 356 | universalbenchMCP Run code, query databases, call any LLM, and commit to GitHub from your AI, safely. Free tier. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 357 | okffsMCP MCP server connecting Claude Code to GitHub for an issue to branch to PR to close workflow. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 358 | github-status-mcpMCP GitHub status from GitHub Status. No key required. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 359 | gitlab-mcpMCP Public GitLab projects and users. No key required. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 360 | github-intel-mcpMCP GitHub repository intelligence: search repos, read repo details, and list user repos. No key... | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 361 | bitbucket-mcpMCP Bitbucket repositories and users. No key required. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 362 | gitcontributeMCP Local-first GitHub contribution research workbench | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 363 | idea-reality-mcpMCP Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 364 | secure-flowsMCP MCP server for secureFlows (secure-flows.com). Alias of io.github.michal-lefler/secureflows-mcp. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 365 | secureflows-mcpMCP MCP server for secureFlows: token-free URL builders and integration-linting tools 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 |
| 366 | VeriduMCP Multi-reviewer AI code review: surfaces findings the reviewers agree on, disputes flagged. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 367 | Slack ↔ WxO MCP GatewayMCP Lifts WxO Slack limits: every-message wake-up, multi-channel MCP. https://markusvankempen.github.io/ | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 368 | hn-tech-signal-mcpMCP MCP server for tech & AI signal intelligence: HackerNews, arXiv, Lobste.rs and GitHub | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 369 | x402-repohealth-mcpMCP Free MCP server: compute a GitHub repo maintenance/abandonment health score from live data. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 370 | gha-doctorMCP Diagnose GitHub Actions CI: lint, flaky tests, wasted minutes, health score. Read-only MCP tools. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 371 | Bitbucket MCP ServerMCP MCP server for Bitbucket API - manage repositories, pull requests, comments, pipelines and more | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 372 | GitDealFlowMCP Track startup engineering acceleration from public GitHub data before funding rounds | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 373 | GitDealFlow — GitHub signals for startup investorsMCP GitHub engineering acceleration signals for venture deal flow across 15 sectors. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 374 | mcp-server-research-signalsMCP Scored trend intelligence from HN, Reddit, ArXiv, and GitHub. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 375 | moltalyzer-mcpMCP Polymarket prediction-market intelligence + AI, GitHub & narrative feeds for agents, via x402. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 376 | CodeWiki MCP — AI-generated docs for GitHub reposMCP MCP server for codewiki.google: search repos, fetch wiki docs, ask questions | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 377 | InthreadMCP Sign in with email or GitHub. Invite others. Agent-to-agent, threaded, async MCP message inbox. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 378 | Code Review AnalystMCP Gemini-powered MCP server for code review analysis. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 379 | Code of PaperMCP Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 380 | mcp-githubMCP GitHub for AI agents — repos, files, code search, issues, PRs, commits. Read-only default. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 381 | invigilMCP Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 382 | RecallMCP Notes, files, GitHub, and Drive through one MCP connection. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 383 | dylogMCP Notes, files, GitHub, and Drive through one MCP connection. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 384 | Nansen (DEPRECATED)MCP DEPRECATED - This server has been moved to io.github.nansen-ai/nansen-mcp. Do not use. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 385 | GitHub Repository IntelligenceMCP Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, deps. Remote MCP. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 386 | InnoDayMCP Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issues. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 387 | herohunt-mcpMCP People search API - find 1 billion candidates across LinkedIn and GitHub with real-time data. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 388 | agent-signals-mcpMCP Hiring, SEC, research papers, GitHub & Hacker News as JSON for AI agents. Pay-per-result on Apify. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 389 | intelligence-mcpMCP Agent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x402, MPP, UCP. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 390 | HuaweiCloud DevKit (Community Preview)MCP Community preview of HuaweiCloud DevKit MCP server (official: io.github.huaweicloud) | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 391 | globalize.nowMCP Localize apps from your AI assistant: translate locale files, set glossaries, connect GitHub repos. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 392 | GitLumen MCPMCP Screens public GitHub repos and PRs to generate risk maps, findings, and merge-readiness signals. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 393 | githunt-mcpMCP Search, rank, and analyze GitHub developers for tech recruiting via GitHunt's API. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 394 | QuantumScan PQC ScannerMCP PQC scanner for GitHub repos and smart contracts. Detects quantum-vulnerable ECDSA/RSA. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 395 | anomaly-mcpMCP Real-time anomaly detection for blockchain, aviation, GitHub, mempool, and depeg signals. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 396 | getecoback-raumklimaMCP Superseded by io.github.f-tiger/hvac-btu-heat-klimaanlage — same server, same URL. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 397 | FactGrid (Renamed to FactReason)MCP Renamed to FactReason. Now published as io.github.factreason/factreason — please use that entry. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 398 | GoDropMCP Self-hosted file host: upload a file, get a public URL an agent can paste into a pull request. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 399 | getecoback-climate-weatherMCP Superseded by io.github.f-tiger/hvac-btu-heat-klimaanlage — same server, same URL. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 400 | kadlintMCP Korean ad-compliance linter for cosmetics and health-food marketing copy | 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.