Ranking · Coding
Best AI agents & tools for Coding
2,426 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 |
|---|---|---|---|---|---|---|---|
| 151 | TakoCodeMCP Build, preview and publish full-stack web apps with TakoCode's hosted coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 152 | intent-engineeringMCP Audit, scaffold, and triage agent intent specs against a 9-section template. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 153 | Radzen Blazor MCPMCP AI coding assistant for Radzen Blazor — docs, APIs, code samples, and templates for 100+ components. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 154 | PinAppAIMCP Visual website feedback your coding agent applies: pin change requests on the live site over MCP. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 155 | Image GenMCP Generate and edit images from your coding agent with Gemini and OpenAI, using your own API keys. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 156 | NebllaMCP Build and publish multiplayer apps and games on Neblla: scaffold, edit files, ship to the gallery. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 157 | MeroFoundryMCP Build and publish full-stack apps from your coding agent: models, rules, pages, auth, per-app MCP. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 158 | Roamer MCPMCP Project registry, behavioral specs, and engineering threads for AI coding agent workflows. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 159 | kenotex-mcpMCP Let your coding agent manage real todos, events, and check-in habits in Kenotex on your Mac. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 160 | formpasteMCP Create and wire up contact forms from your coding agent. Forms, snippets, and submissions. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 161 | mcp-serverMCP Build smart-glasses apps with AI agents: scaffold, validate, and simulate before real hardware. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 162 | CoderbudsMCP Your team's shipping standards, org map and delivery metrics, inside your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 163 | mcpMCP MCP server for Web Bluetooth on iOS Safari: scaffolding, UUID lookup, extension detection. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 164 | mcpMCP Generate App Store and Play Store screenshots from your coding agent, at exact store sizes. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 165 | AdCritter for BuildersMCP AdCritter ads platform: docs, API reference, app scaffolding, and white-label integration. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 166 | HostbeamMCP Lets a coding agent read the screenshots you beam to its server with Hostbeam. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 167 | VorisMCP Voris privacy-native web analytics for AI agents: query metrics & citations, scaffold tracking. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 168 | syntheticbrewMCP Embed an AI chat widget on your website from your coding agent: provision, configure, get snippet. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 169 | devbrother2024-typescript-mcp-server-boilerplateMCP Kickstart development with a customizable TypeScript template featuring sample tools for greeting,… | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 170 | SomaMCP RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and scaffold support. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 171 | snagMCP Gives your coding agent the captured console, network, replay and screenshot evidence for a bug. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 172 | QlaneMCP AI QA that runs your app in a browser on every pull request: projects, test targets, test cases. | 3.0 | 6 / 12 | Migrate a codebase to a new framework · Generate unit tests · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 173 | GitHub Actions Security AuditMCP Audit GitHub Actions workflows for script injection, unpinned actions and missing permissions. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 1d ago |
| 174 | Vulnerability Intel MCPMCP Defensive vulnerability intelligence search across public CVE/NVD and GitHub advisory APIs with CVSS | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 175 | SecurityScanMCP Scan GitHub-hosted AI skills for vulnerabilities: prompt injection, malware, OWASP LLM Top 10. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 176 | regulatory-signalsMCP Audit GitHub repos for security, compliance, and EU AI Act exposure from Claude or Cursor. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 177 | flagrixMCP Scan GitHub repos and profiles for malware before cloning — commit-pinned risk verdicts for agents | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 178 | Repo Security Scanner — Malicious Code & Supply ChainMCP Audit GitHub repos for malicious and supply-chain code before you depend on them. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 179 | taskbounty-checkMCP Local GitHub Actions/CI maintenance check (action pinning, token perms). Not a full security audit. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 180 | dingdawg-code-reviewMCP AI code review — security, quality, performance. Learns your patterns. Receipted. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 181 | diffpilotMCP MCP server for PR code review, commit messages, changelogs, and secret detection. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 182 | Grasp — Code Architecture & Dependency AnalysisMCP Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 183 | sphior-code-mcpMCP Deterministic SAST/SCA findings + fix guidance for your GitHub repos, handed to your AI agent. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 184 | GitHub Actions AuditMCP GitHub Actions workflow security audit - 21 checks: pinning, permissions, secrets, injection. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 185 | Agentic SDLC MCPMCP Agentic SDLC governance and security controls for AI coding agents working with GitHub. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 186 | MCP Code Review ServerMCP Code review as an MCP server — structured reviews with OWASP security scanning. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 187 | megalinterMCP MCP server for running Ox Security MegaLinter via mega-linter-runner | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 188 | Compuute MCP Security ScannerMCP Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 rules, 8 languages. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 189 | VulX WatchMCP Independent security review for AI-built apps. Watch a GitHub repo. Never a patch. | 2.7 | 4 / 12 | Review pull requests · Scan code for vulnerabilities · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 190 | GitLab MCP ServerMCP Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier. | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 2d ago |
| 191 | mcp-oss-onrampMCP MCP server to scout beginner-friendly OSS issues with high precision using GitHub GraphQL | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 192 | GitlabMCP GitLab MCP — wraps the GitLab REST API v4 (BYO API key) | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 193 | GithubMCP GitHub MCP — wraps the GitHub public REST API (no auth required for public endpoints) | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 194 | Gitlab PublicMCP GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth) | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 195 | mcp-graphql-enhancedMCP GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 196 | github-mcpMCP MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated. | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 197 | Webhook ToolkitMCP Webhook URLs for AI agents: receive, wait for, replay, sign and verify webhooks (Stripe, GitHub…). | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 198 | Bitbucket MCPMCP Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 199 | github-webhook-mcpMCP MCP server bridging GitHub webhooks via Cloudflare Worker for real-time event streaming | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
| 200 | Hookwarden — Webhook IntegrityMCP Webhook signature-verification audit. Stripe, GitHub, Shopify, Twilio +17. Local. Deterministic. | 2.7 | 6 / 12 | Build an internal tool · Integrate two APIs · Review pull requests | REMOTELOCAL | DECLARED | 5d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.