Ranking · Coding
Best AI agents & tools for Coding
2,432 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 |
|---|---|---|---|---|---|---|---|
| 551 | e2e-runnerMCP JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 552 | blinkboxMCP Open-source Zapier/n8n alternative as an MCP server: agents build, run and debug your workflows. | 1.3 | 3 / 12 | Automate CI/CD pipelines · Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 5d ago |
| 553 | apidog-tests-mcpMCP MCP server for managing Apidog test cases, scenarios, suites, and test data | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 554 | Flux CloudMCP Deploy, pay for and manage apps on Flux Cloud, the decentralized cloud. Prices in USD. | 1.3 | 3 / 12 | Automate CI/CD pipelines · Build a website · Monitor production incidents | REMOTELOCAL | DECLARED | 5d ago |
| 555 | ariadneMCP Returns only the unit tests affected by your current Kotlin/Android code changes. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 556 | test-case-generator-ai-mcpMCP AI-powered test case generator ai MCP server for agents. Supports generate test cases, generate | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 557 | smolanalyticsMCP End-to-end tests from one sentence: an agent drives a real browser, and passing runs replay free. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 558 | wpagent-mcpMCP Manage WordPress & WooCommerce from any MCP client — 58 tools over a signed REST API. | 1.3 | 3 / 12 | Build an internal tool · Integrate two APIs · Write technical documentation | REMOTELOCAL | DECLARED | 5d ago |
| 559 | 3TG Test GenerationMCP 3rd Generation Testing (3TG) — generate deterministic test suites from Markdown spec tables via MCP. | 1.3 | 3 / 12 | Generate unit tests · Write code from a specification · Migrate a codebase to a new framework | REMOTELOCAL | DECLARED | 5d ago |
| 560 | WP HealthKitMCP Security audits for WordPress plugins and themes — 62 verification layers, fix plans and SBOMs. | 1.3 | 3 / 12 | Review pull requests · Scan code for vulnerabilities · Write technical documentation | REMOTELOCAL | DECLARED | 5d ago |
| 561 | royal-mcpMCP Security-first WordPress MCP server. 129 tools for Claude, ChatGPT, Gemini. Free on wp.org. | 1.3 | 3 / 12 | Review pull requests · Scan code for vulnerabilities · Write technical documentation | REMOTELOCAL | DECLARED | 5d ago |
| 562 | llm-observability-orchestration-agent-langchainMCP LLM Observability & Orchestration Agent (Langchain) | 1.3 | 3 / 12 | Automate CI/CD pipelines · Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 5d ago |
| 563 | llm-orchestration-observability-agentMCP LLM Orchestration Observability Agent | 1.3 | 3 / 12 | Automate CI/CD pipelines · Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 5d ago |
| 564 | llm-observability-orchestrationMCP LLM Observability & Orchestration Agent | 1.3 | 3 / 12 | Automate CI/CD pipelines · Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 5d ago |
| 565 | llm-observability-orchestration-agent-langchain-communityMCP LLM Observability & Orchestration Agent (LangChain Community) | 1.3 | 3 / 12 | Automate CI/CD pipelines · Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 5d ago |
| 566 | Speak AIMCP Search recordings, summarize meetings, create clips, and automate workflows from your AI assistant. | 1.2 | 3 / 12 | Automate CI/CD pipelines · Monitor production incidents · Write technical documentation | REMOTELOCAL | DECLARED | 51m ago |
| 567 | CiteRank MCPMCP Full AI visibility audits: schema, citations, agentic readiness, agent journeys, WordPress deploys. | 1.2 | 3 / 12 | Automate CI/CD pipelines · Monitor production incidents · Write technical documentation | REMOTELOCAL | DECLARED | 5d ago |
| 568 | DDG Agent ServicesMCP Pay-per-call x402 gateway: agent tools, OpenAI-compatible LLM, market data, RPC, security audits. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6m ago |
| 569 | Presend MCP ServerMCP Free MCP server of security & dev API tools -- supply-chain, CVE, DNS, WHOIS, OFAC, Cosmos SDK. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6m ago |
| 570 | depwireMCP Dependency graph + 24 MCP tools. Impact analysis, simulation, security, agent coordination | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 51m ago |
| 571 | StackfactsMCP Neutral, sourced, dated facts for choosing software: price, free tier, idle rules, security record. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 1h ago |
| 572 | transkribusMCP MCP server for the Transkribus REST API — collections, documents, HTR/OCR, and models. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 1h ago |
| 573 | MCP Server for OSCALMCP AI agent tools for Open Security Controls Assessment Language (OSCAL) | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 1h ago |
| 574 | Mem0 CloudMCP A hosted agent-memory API shaped like mem0's REST API (an alternative to running mem0 yourself):... | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 1h ago |
| 575 | chat-recallMCP One searchable history across every AI coding tool, with secret scanning and a shared task board. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 2h ago |
| 576 | MCP ZAP ServerMCP Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 4h ago |
| 577 | anythingmcpMCP 258 connectors + any REST/SOAP/GraphQL/SQL as MCP tools for Claude & ChatGPT. Self-hosted, AGPL. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 4h ago |
| 578 | sentrydockMCP Search indexed news, monitor topics and get signed webhook alerts. OAuth and API key access. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 4h ago |
| 579 | BlackVeil DNS & Email Security ScannerMCP DNS and email security scanner with 80 MCP tools for SPF, DMARC, DNSSEC, SSL, and brand audits. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 4h ago |
| 580 | MCP Safety WardenMCP MCP proxy adding security scanning, behavioral profiling, risk gating, and safe tool call execution. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 5h ago |
| 581 | Package Health CheckMCP Check an npm or Python package, or a package.json, for vulnerabilities and upkeep. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6h ago |
| 582 | CVE Risk CheckMCP Triage a CVE: how severe it is, whether it is exploited, and how likely exploitation is. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 6h ago |
| 583 | Latitude 10 Agent ReadinessMCP Scores how well AI agents will use your API, 0-100, from its OpenAPI spec. Free and read-only. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 6h ago |
| 584 | EchelonGraph CVE & ExposureMCP CVEs (NVD, CISA-KEV, EPSS, GHSA) and per-CVE exposure from Shodan data (© Shodan). Free, keyless. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 7h ago |
| 585 | A1 Yandex KIT MCPMCP A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 7h ago |
| 586 | Kaminari AdMCP Real-device ad verification: malvertising and cloaking scans, AI policies, alerts, webhooks. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 8h ago |
| 587 | supply-chain-guardMCP Supply-chain malware scanner and MCP server: vet packages in 15 ecosystems before install, offline. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 8h ago |
| 588 | CodeInspectusMCP Local-first MCP security scanner and CLI for AI-generated applications. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 11h ago |
| 589 | guardvibeMCP Deterministic security layer your AI can't be. 503 rules, 39 tools, CLI + doctor + host audit. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 11h ago |
| 590 | MsgMeshMCP Event bus for AI agents: watch_topic long-polls live events; manage topics, schemas, webhooks. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 12h ago |
| 591 | certdeskMCP TLS certificate diagnostics: served-cert expiry, chain, security grade, error explainer, alerts | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 12h ago |
| 592 | DraugrMCP Security scanning for AI agents: SAST, SCA, secrets, IaC, DAST, ranked by real risk. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 14h ago |
| 593 | FHI MCP Server Security AuditMCP Free payment guide and Base-USDC x402 MCP security, package, domain, and SEC tools. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 18h ago |
| 594 | TrentMCP Security reviews, threat models over a repo or website, and remediation tracking, in your editor. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 18h ago |
| 595 | AI SENSE Free Public ToolsMCP 32 public tools for queues, inboxes, webhooks, approvals, DNS names and temporary workflows. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 19h ago |
| 596 | XploitScanMCP Security scanner for AI-generated code. Scan, explain rules, and grade before you ship. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 20h ago |
| 597 | HOL GuardMCP Local-first AI agent security evidence and approval workflows through HOL Guard's stdio MCP server. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 20h ago |
| 598 | Send HTTP Requests in Bulk: Dataset, CSV or Sheet to REST APIMCP Send every row of a dataset, file or Google Sheet to any REST API as its own templated request. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 21h ago |
| 599 | RaceHooksMCP F1 race analytics & live timing for AI assistants — webhooks, results, and race simulations. | 1.0 | 2 / 12 | Build an internal tool · Integrate two APIs | REMOTELOCAL | DECLARED | 22h ago |
| 600 | Action1 MCPMCP Every Action1 endpoint, plus fleet-wide patch and vulnerability views across all your organizations. | 1.0 | 2 / 12 | Review pull requests · Scan code for vulnerabilities | REMOTELOCAL | DECLARED | 22h ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.