Ranking · Coding
Best AI agents & tools for Coding
2,433 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 |
|---|---|---|---|---|---|---|---|
| 501 | yultrace-bounty-feedMCP Bounty-feed search 386 rows across 9 sources (Bountycaster/Dework/Sherlock/Algora/GitHub/Reddit). | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 502 | github-mcp-serverMCP GitHub repo analytics: stars, trending, code search, contributor maps for project research. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 503 | developer-tools-mcp-serverMCP Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding agents. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 504 | SHPBL: Repository Audit & RepairMCP Audit and repair any public GitHub repo. Free survey; paid source, unified diffs and 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 |
| 505 | mcp-github-organization-signal-scannerMCP Resolve a company domain to its GitHub organization with repo, language and activity signals. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 506 | StarHuntMCP Hiring developers? Find and source software engineers by what they build on GitHub. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 507 | gk-cliMCP The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 508 | mcpMCP Official GitLab MCP Server | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 509 | GluecronMCP AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools). | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 510 | FwozenMCP Freeze and unfreeze merges across a GitHub organization, with an audit trail. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 511 | ReviewGuardMCP Safety boundary for agent written GitHub PR reviews: pending and invisible, submitting is opt-in | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 512 | triageshieldMCP Verify a vuln report's file/line/function claims against a real GitHub repo. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 513 | GitResumeMCP Validate, build, and publish the resume you keep as YAML in your own GitHub repository. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 514 | triageshieldMCP Verify a vuln report's file/line/function claims against a real GitHub repo. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 515 | rezeeMCP Issues, pull requests, docs, chat and CI runs across a rezee workspace. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 516 | Verificate MCPMCP Agentic code review, no signup to try: reality gates + frontier-model review, with veto. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 517 | smithery-ai-githubMCP Access the GitHub API, enabling file operations, repository management, search functionality, and… | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 518 | saidsef-mcp-github-pr-issue-analyserMCP A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.… | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 519 | Hint-Services-obsidian-github-mcpMCP Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analy… | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 520 | Norma by Quality CloudsMCP Deterministic AI code review, with an audit record. Governance inside the agent loop. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 521 | mcpMCP Research-backed linting + generation for agent context files (CLAUDE.md, AGENTS.md, Cursor rules). | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 522 | perfloopMCP Always-on performance engineering for your own code: proven pull requests, the merge stays yours. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 523 | dev-changesMCP Turn described changes into reviewed pull requests: propose, triage, review, dependency audits. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 524 | MegaLensMCP Code review by AI models from different companies, usually two. Shows where they agree and disagree. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 525 | Localhero.aiMCP Manage product translations from Claude and ship reviewed changes as GitHub pull requests. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 526 | is-it-downMCP Is GitHub, npm, Cloudflare or your AI provider down right now? 20 status pages, one call. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 527 | OptibotMCP AI code review for your AI assistant — review local changes, branch diffs, and patch files. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 528 | dxpert.ai — free UNS tools (no API key)MCP Free Sparkplug B topic linting, UNS naming checks and AI-readiness screening. No API key. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 529 | mcpMCP MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix PR. | 1.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 530 | FlowSentryMCP Security scanner for n8n workflows + live MCP Trust-Check. 18 rules, OWASP mapped. Paid x402 API. | 1.5 | 3 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 531 | x-openapi-flow-mcpMCP OpenAPI lifecycle guard and MCP sidecar for policy-driven API orchestration. | 1.5 | 3 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 532 | n8n MCP CommunityMCP A security-focused MCP server for self-hosted n8n Community Edition. | 1.5 | 3 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 533 | Ybe CheckMCP Ybe Check – security and compliance orchestrator for AI-generated repositories. | 1.5 | 3 / 12 | Automate CI/CD pipelines · Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5d ago |
| 534 | Agent Rescue Desk Production TriageMCP Read-only triage for n8n, MCP, webhook, and AI agent workflow production failures. | 1.5 | 3 / 12 | Automate CI/CD pipelines · Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 5d ago |
| 535 | TerraformMCP Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise | 1.3 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 5d ago |
| 536 | make-mcpMCP Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI | 1.3 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 5d ago |
| 537 | Testiny Test ManagementMCP An MCP server that provides access to Testiny projects, test cases and test runs | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 538 | Qase Test ManagementMCP Official MCP server for Qase — manage test cases, runs, suites, defects via AI tools. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 539 | zephyr-scale-mcpMCP Zephyr Scale on self-hosted Jira Server/DC: test cases, cycles, executions, plans and attachments | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 540 | testrail-mcp-serverMCP Connect AI assistants to TestRail: manage test cases, suites, runs, results, and attachments. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 541 | WpfPilot MCPMCP Automate Windows WPF apps from AI agents with semantic UIA selectors and FlaUI test generation. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 542 | qtm4j-mcp-serverMCP MCP server for QMetry Test Management for Jira (QTM4J): test cases, cycles, executions, plans. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 543 | testingMCP Test generation, mocks, coverage analysis for AI agents | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 544 | qatouchMCP MCP Server for software testing, test case management, test execution, and defect tracking. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 545 | universal-test-frameworkMCP Polyglot MCP test generation with 8-section contract enforcement across Python, TS, Java, Go, C++. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 546 | playwright-wizard-mcpMCP MCP server providing Playwright test generation wizard with intelligent prompts and best practices | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 547 | AuditraMCP Read-only MCP server for WordPress plugin audits: vulnerabilities, bloat, cron, orphaned tables. | 1.3 | 3 / 12 | Review pull requests · Scan code for vulnerabilities · Write technical documentation | REMOTELOCAL | DECLARED | 5d ago |
| 548 | sidecrewMCP Code changes and unit tests by local MLX models, behind a gate a machine can run. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 549 | spectraMCP Generates unit tests for Python code with coverage before/after reports and concrete edge cases. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 550 | claudetestMCP Playwright & Appium test automation for Claude. Generate tests, diagnose failures, open fix PRs. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · 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.