Ranking · Coding
Best AI agents & tools for Coding
2,436 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 |
|---|---|---|---|---|---|---|---|
| 1201 | thrdMCP Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust and security. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1202 | Abnormal Security MCPMCP Abnormal Security email threats, cases, and reporting in your terminal and your AI agents. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1203 | crossrefMCP Search and retrieve scholarly metadata from the Crossref REST API | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1204 | agentpay-sentinel-mcpMCP Security guardrails for AI agent payments | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1205 | acceleratorsMCP 36 tools for AWS infrastructure, security compliance, AI workflows, and ACI governance. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1206 | Seneschal DataMCP Monero/Zcash payment webhooks + DeFi liquidation & Ethereum builder data over MCP. Free tier; x402. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1207 | mcpsentryMCP Security scanner and runtime proxy for MCP servers. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1208 | skillguardMCP Security scanner for third-party AI agent-skill files (SKILL.md, hooks, scripts) via MCP. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1209 | security-orchestraMCP Multi-agent MCP platform for data centers and critical power. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1210 | vaspera-hardeningMCP Enterprise certification for codebases with multi-agent security, reliability, and quality audits | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1211 | PageLens AIMCP AI website audit: security, SEO, performance, UX and accessibility checks with actionable fixes. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1212 | notebooklm-mcp-secureMCP Security-hardened NotebookLM MCP with post-quantum encryption | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1213 | Obsidian Vault MCP ServerMCP Access Obsidian vaults via Local REST API - read, search, and interact with notes | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1214 | URL Safety Validator MCPMCP AI URL safety validator: SAFE/SUSPICIOUS/DANGEROUS verdict, trust score, threat intel. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1215 | Service Public FranceMCP French public services: tax, property, admin, education, healthcare, security, risks, legal texts | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1216 | Domain SecurityMCP Audit a domain's email and web security: SPF, DKIM, DMARC, MTA-STS, DNSSEC, TLS, WHOIS. No API keys. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1217 | agentlockMCP Security gateway for AI agents: policy, approval, and audited execution, no secrets shared. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1218 | EverThreadMCP Plain-English website security check for agents: certificate, headers, scripts, forms, spam. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1219 | AgentPingMCP Let your AI agent notify you by email, Slack, Discord, or webhook. One tool: send_notification. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1220 | NomaCMS MCP ServerMCP MCP server for NomaCMS. Manage collections, fields, content, assets, and webhooks via AI agents. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1221 | redmine-mcp-connectorMCP stdio MCP server wrapping the Redmine REST API: issues, projects, users, time, wiki, versions. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1222 | InsAIts - AI Communication Security MonitorMCP Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1223 | Bright SecurityMCP AI-powered application security testing — scan APIs, discover endpoints, and find vulnerabilities. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1224 | AgentCronMCP Schedule tasks for later from your AI agent: reminders, delayed webhooks, recurring jobs. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1225 | flutter_structure_mcpMCP Audit architecture, security, memory, and code quality in Flutter, Laravel, Node, Python, & Vue. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1226 | open-registry-pocMCP PoC: Open Registry supply chain — unvetted server listing (security research) | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1227 | Swagger MCP BridgeMCP Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1228 | Nekzus-npm-sentinel-mcpMCP Provide AI-powered real-time analysis and intelligence on NPM packages, including security, depend… | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1229 | nel-veilMCP Free passive security scanning - check any domain's DMARC, TLS, headers, and exposures. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1230 | update-hijack-pocMCP PoC benign MCP server for update-hijack security research | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1231 | Signal OracleMCP Pay-per-call change-intelligence feeds for AI agents over x402 (deps, security, regs, tariffs) | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1232 | MCP GatewayMCP Universal MCP gateway with Meta-MCP discovery, routing, and REST API capabilities. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1233 | scanpayMCP Code security scanner for AI agents. 45+ vulnerability patterns, AST analysis, Solana micropayments. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1234 | safeinstallMCP Local-first supply-chain security gate for npm/pnpm/bun: typosquat, release age, provenance checks | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1235 | Agent Security ScannerMCP Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injections, and more. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1236 | Snow Leo Risk & ComplianceMCP Screen names against OFAC, EU and UN lists; check CVEs, domain DNS and WHOIS, and public tenders | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1237 | mcpshieldMCP Security scanner for MCP servers - detects tool poisoning and injection | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1238 | Overdrive IntelMCP AI coding ecosystem intelligence — breaking changes, tools, security alerts from 900+ sources | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1239 | lockspecMCP MCP server giving AI coding agents version-pinned API context from your OpenAPI specs. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1240 | mcp-observatoryMCP MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1241 | mcp-seatbeltMCP MCP runtime security proxy. Blocks dangerous AI agent tool calls with a policy engine. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1242 | MySQL (security-first)MCP Security-first MySQL MCP server with AST validation, table whitelist, schema resources, and audit. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1243 | MailFathomMCP Security-first, self-hosted email archive with search, cited answers, and sending for AI agents. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1244 | coinvoyageMCP CoinVoyage MCP — create crypto PayOrders, webhooks, swaps across Bitcoin/Solana/EVM chains. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6d ago |
| 1245 | Kloudle Cloud Security ScannerMCP AWS cloud security scanners for AI agents — S3, IAM, EC2, EKS, RDS, CloudTrail, CloudWatch Logs | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1246 | chain-signerMCP Security suite for AI agents: flag drains, permit-phishing & risky actions before signing. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1247 | Judges PanelMCP 45 judges that evaluate AI-generated code for security, cost, and quality with built-in AST. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1248 | FedRAMP 20x RequirementsMCP An MCP server that provides access to FedRAMP 20x security requirements and controls. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1249 | rqwstrMCP AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/2 control | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
| 1250 | global-intel-exchangeMCP Real-time sanctions screening, CVE, and company registry checks for agents. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.