Categories › Software Development
156 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
Start, prompt and read AI coding agent sessions (Claude Code, Codex, Gemini CLI and more) in Codeman
npm:aicodemanABAP ADT MCP server for reading SAP objects (programs, classes, tables, CDS) via ADT
npm:mcp-abap-adtThe Graph-Native Intelligence Layer for Code.
| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| Codeman Start, prompt and read AI coding agent sessions (Claude Code, Codex, Gemini CLI and more) in Codeman MCP serverGitHub-verified authorLocal · npm | 838 | MIT | ||
| io.github.mario-andreschak/mcp-abap-adt ABAP ADT MCP server for reading SAP objects (programs, classes, tables, CDS) via ADT MCP serverGitHub-verified authorLocal · npm | 209 | MIT | ||
| io.github.Anandb71/arbor The Graph-Native Intelligence Layer for Code. MCP serverGitHub-verified author | 162 | MIT | ||
| apollo-skills Apollo GraphQL agent skills for Claude Code — Apollo Client, Server, Federation, Connectors, Router, Rover CLI, iOS, Kotlin, and the Apollo MCP server PluginAnthropic marketplace | 130 | MIT | ||
| TiaCommander Siemens TIA Portal MCP server — AI-assisted PLC programming. 19 tools, 230 actions. MCP serverGitHub-verified authorLocal · MCPB | 61 | NOASSERTION | ||
| io.github.amol21p/interactive-terminal MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker MCP serverGitHub-verified authorLocal · npm | 20 | MIT | ||
| Axint Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures. MCP serverGitHub-verified authorLocal · npm | 18 | Apache-2.0 | ||
| com.adrianczuczka/mason Engineering decisions, change impact, documentation audits, and CI evidence for coding assistants. MCP serverVerified domain · adrianczuczka.comLocal · npm | 11 | MIT | ||
| io.github.Anselmoo/mcp-server-analyzer MCP server for Python, JavaScript, and TypeScript code analysis with Ruff, ty, Vulture, and Biome MCP serverGitHub-verified authorLocal · PyPI | 11 | MIT | ||
| Doc Bridge Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code. MCP serverGitHub-verified authorLocal · npm | 10 | MIT | ||
| io.github.Alberto-Codes/docvet Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks MCP serverGitHub-verified authorLocal · PyPI | 10 | MIT | ||
| landmine Known open GitHub issues in exact npm and PyPI versions, with workarounds, for coding agents. MCP serverVerified domain · landmine.techLocal · npm | 10 | MIT | ||
| ui-ticket-mcp Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP. MCP serverGitHub-verified authorLocal · PyPI | 9 | NOASSERTION | ||
| Java All Call Graph Server MCP server for Java call graph generation, static analysis, method chains & config management MCP serverGitHub-verified author | 8 | — | ||
| io.github.aahlijia/dekko Static code map generator: MAP.md + map.json for any repo, plus a Claude Code /map plugin MCP serverGitHub-verified authorLocal · PyPI | 6 | MIT | ||
| RepoLens Architecture docs from a repo: overview, modules, API surface, routes, dependency graph, diffs. MCP serverGitHub-verified authorLocal · npm | 6 | MIT | ||
| Colab-MCP (unofficial) Unofficial MCP server for Google Colab: runtimes, code, long jobs, files and notebooks. MCP serverGitHub-verified authorLocal · PyPI | 5 | Apache-2.0 | ||
| knock Code map and memory for AI coding agents: key functions, line ranges, callers, why code changed. MCP serverGitHub-verified authorLocal · PyPI | 5 | Apache-2.0 | ||
| ALM X++ MCP Server D365 F&O: 90 AI tools over 200K+ objects, 25M+ cross-refs, 24M+ label translations. MCP serverGitHub-verified authorLocal · npm | 4 | MIT | ||
| Anaconda MCP Beta conda env/package MCP server; requires conda, auth, and Beta Terms. MCP serverGitHub-verified authorLocal · MCPB | 4 | BSD-3-Clause | ||
| io.github.anishmoncivarghese/sonde Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it. MCP serverGitHub-verified authorLocal · npm | 4 | Apache-2.0 | ||
| keelyard Proof gate, undo and output trimming for Claude Code, Codex and OpenCode coding agents. MCP serverGitHub-verified authorLocal · PyPI | 4 | Apache-2.0 | ||
| OuterSpace Apizr Python capability compiler: read-only analysis, experiment history/comparison and exposure planning. MCP serverGitHub-verified authorLocal · PyPI | 4 | GPL-3.0 | ||
| Codex Delegate Bridge AI coding hosts to the OpenAI Codex CLI for delegated implementation. MCP serverGitHub-verified authorLocal · npm | 3 | MIT | ||
| io.github.alisaitteke/npm-mcp MCP server for npm package management, security analysis, and compatibility checking MCP serverGitHub-verified authorLocal · npm | 3 | MIT | ||
| io.github.AndyAnh174/vibe-hnindex Index source code into a local knowledge base, search with keyword + semantic + hybrid modes. MCP serverGitHub-verified authorLocal · npm | 3 | NOASSERTION | ||
| io.github.TurkerYakup/mcp-server-google-antigravity MCP server exposing Google Antigravity (agy CLI / Gemini): jobs, codebase analysis, file tools. MCP serverGitHub-verified authorLocal · npm | 3 | MIT | ||
| A0 Write, check, run and compile A0 programs through revision-checked structured edits. MCP serverGitHub-verified authorLocal · MCPB | 2 | Apache-2.0 | ||
| abcop ABC complexity gate for AI-written code with an MCP inspection tool. MCP serverGitHub-verified authorLocal · Cargo | 2 | GPL-3.0 | ||
| AgentDrive Capture coding-agent sessions and resume them in any other agent: Claude Code, Codex, Cursor, more. MCP serverVerified domain · agentdrive.shLocal · npm | 2 | Apache-2.0 | ||
| AGZ Rust MCP Rust development tools for offline context, compiler diagnostics, focused tests and Cargo execution. MCP serverGitHub-verified authorLocal · Cargo | 2 | MIT | ||
| Arquimedes Search and sample 1,038,963 competition and benchmark math problems. MCP serverGitHub-verified authorLocal · PyPI | 2 | NOASSERTION | ||
| Deputy Claude Code helper: DeepSeek V4.1 Flash reviews Claude's code for bugs and gives second opinions MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| io.github.abhinavteja123/codemore The static analyzer your AI agent reads — fix-ready, machine-readable scan reports over MCP. MCP serverGitHub-verified authorLocal · npm | 2 | MIT | ||
| io.github.andylbrummer/math-mcp GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| io.github.andylbrummer/molecular-mcp GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| io.github.andylbrummer/neural-mcp GPU-accelerated MCP server for neural network training, deep learning, and model experimentation MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| io.github.andylbrummer/quantum-mcp GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| rrubocop Fast RuboCop-compatible Ruby linter with MCP inspect and autocorrect tools. MCP serverGitHub-verified authorLocal · Cargo | 2 | GPL-3.0 | ||
| semhood AST-based semantic code search; results ship with their call graph (calls + callers). MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| Code Index SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP. MCP serverGitHub-verified authorLocal · PyPI | 1 | MIT | ||
| io.github.akintomiwa-fisayo/openapi-sync-mcp Type-safe MCP server for OpenAPI Sync to inspect, validate, and synchronize OpenAPI specs. MCP serverGitHub-verified authorLocal · npm | 1 | ISC | ||
| io.github.andypgray/resharper-cli-mcp ReSharper CLI inspection/cleanup via MCP. Unofficial: not affiliated with or endorsed by JetBrains. MCP serverGitHub-verified authorLocal · NuGet | 1 | MIT | ||
| xmp4 — Semantic code knowledge for your stack OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+. MCP serverVerified domain · example4.aiRemote | 1 | Apache-2.0 | ||
| Agentic Engineering Periodic System Practices for building software with coding agents, each with a test you check on your repo. MCP serverVerified domain · ase.academyRemote | — | — | ||
| ai.adeu/adeu Automated DOCX Redlining Engine MCP serverVerified domain · adeu.aiLocal · npm | — | — | ||
| ai.cdbx/mcp-server Build Apps and run code in 30 languages — sandboxed, with persistent sessions for agent loops. MCP serverVerified domain · cdbx.aiRemote | — | — | ||
| ai.mentu/navigator Read-only repo navigation and progressive disclosure; BM25 locator with registered evidence. MCP serverVerified domain · mentu.aiLocal · npm | — | — | ||
| ai.packmind/mcp-server Packmind captures, scales, and enforces your organization's technical decisions. MCP serverVerified domain · packmind.aiRemote | — | — | ||
| ai.papyruslabs/seshat-mcp Structural code intelligence for AI agents: real call graphs, blast radius, and change history. MCP serverVerified domain · papyruslabs.aiLocal · npm | — | — | ||
| ai.smithery/devbrother2024-typescript-mcp-server-boilerplate Kickstart development with a customizable TypeScript template featuring sample tools for greeting,… MCP serverVerified domain · smithery.aiRemote | — | — | ||
| ai.smithery/DynamicEndpoints-powershell-exec-mcp-server Execute PowerShell commands securely with controlled timeouts and input validation. Retrieve syste… MCP serverVerified domain · smithery.aiRemote | — | — | ||
| ai.smithery/exa-labs-exa-code-mcp Find open-source libraries and fetch contextual code snippets by version to accelerate development… MCP serverVerified domain · smithery.aiRemote | — | — | ||
| ai.smithery/Nekzus-npm-sentinel-mcp Provide AI-powered real-time analysis and intelligence on NPM packages, including security, depend… MCP serverVerified domain · smithery.aiRemote | — | — | ||
| ai.smithery/PixdataOrg-coderide CodeRide eliminates the context reset cycle once and for all. Through MCP integration, it seamless… MCP serverVerified domain · smithery.aiRemote | — | — | ||
| ai.smithery/STUzhy-py_execute_mcp Run Python code in a secure sandbox without local setup. Declare inline dependencies and execute s… MCP serverVerified domain · smithery.aiRemote | — | — | ||
| ai.takara/miru Hybrid semantic and keyword code search for coding agents. MCP serverVerified domain · takara.aiLocal · npm | — | — | ||
| ai.wild-card/deepcontext Advanced codebase indexing and semantic search MCP server MCP serverVerified domain · wild-card.aiLocal · npm | — | — | ||
| Anythink all-in-one backend: data, auth, files, workflows, payments, APIs Sick of stitched-together services? Anythink is the all-in-one backend, configured with AI. MCP serverVerified domain · anythink.cloudLocal · NuGet | — | — | ||
| APIANT Build, run and manage APIANT automations across hundreds of apps. MCP serverVerified domain · apiant.aiRemote | — | — | ||
| app.ofia/latex Persistent AI LaTeX workspace: edit and compile multi-file projects, export publication-ready PDFs. MCP serverVerified domain · ofia.appRemote | — | — | ||
| app.rombik/rombik Code → ДСТУ/GOST 19.701-90 (ISO 5807) flowcharts: 10 languages, 8 export formats, OAuth MCP serverVerified domain · rombik.appRemote | — | — | ||
| app.vercel.stripecheckup/stripecheckup Scan pasted Stripe webhook/checkout code for common integration bugs. MCP serverVerified domain · stripecheckup.vercel.appRemote | — | — | ||
| app.zenable/zenable Zenable cleans up sloppy AI code and prevents vulnerabilities with deterministic guardrails MCP serverVerified domain · zenable.appRemote | — | — | ||
| Arketo Draw your app's architecture on a live canvas and flag the bottlenecks and security gaps. MCP serverVerified domain · arketo.aiRemote | — | — | ||
| Assetzaar Marketplace Search Assetzaar's catalog of UI components, agent skills, SaaS kits and automations. MCP serverVerified domain · assetzaar.comRemote | — | — | ||
| ASTra Lets AI agents edit Word (.docx) files. Every save is schema-checked and kept as a git commit. MCP serverVerified domain · attentionform.comLocal · npm | — | — | ||
| Athenode Spec-driven development for AI coding agents: specs, skills, agents, rules and MCP servers. MCP serverVerified domain · athenode.comLocal · npm | — | — | ||
| Attestari Attestari's verdict on an npm or PyPI package version, asked before an agent installs it. MCP serverVerified domain · attestari.aiLocal · PyPI | — | — | ||
| Autodesk Fusion Create, modify, and inspect 3D geometry in Autodesk Fusion. Must locally run Fusion. MCP serverVerified domain · api.aps.autodesk.comLocal · MCPB | — | — | ||
| Automo Build Operate Automo Build, the AI app builder, as yourself: projects, builds, QA, security, deployments. MCP serverVerified domain · automo.buildRemote | — | — | ||
| BitSpire Search and read bitspire.ch: .NET development, AI agents, trainings and blog by BitSpire GmbH MCP serverVerified domain · bitspire.chRemote | — | — | ||
| Bridge Town Build financial models as code. Cloud execution, GSheets MCP, version control, collaboration. MCP serverVerified domain · bridgetown.buildersRemote | — | — | ||
| Buzzy App Builder Build and host custom business apps (CRMs, booking apps, portals) with Claude Code, Codex or Cursor. MCP serverVerified domain · buzzy.buzzRemote | — | — | ||
| Can I Vibe? — AI coding provider status Live status and health checks for AI coding providers: Claude, Cursor, Copilot, Codex and more. MCP serverVerified domain · canivibe.aiRemote | — | — | ||
| Chipp Software factory projects Chipp: software factory projects: list, create and scope them, and the factory tools in no other. MCP serverVerified domain · chipp.aiRemote | — | — | ||
| CleanSlop Your coding agent scans your pushed code, reads what's worth fixing, fixes it, and rescans. MCP serverVerified domain · cleanslop.comRemote | — | — | ||
| CloudeIDE Deploy from your terminal, and give an AI coding agent the same abilities over MCP. MCP serverVerified domain · cloudeide.comLocal · npm | — | — | ||
| cloudHPC Run FDS, OpenFOAM, CalculiX and other engineering simulations on cloudHPC from your AI assistant. MCP serverVerified domain · cloudhpc.cloudRemote | — | — | ||
| cn.pianam/devtools-mcp MCP server with 5 offline developer tools: UUID, timestamp, unit conversion, JSON tools and QR code. MCP serverVerified domain · pianam.cnRemote | — | — | ||
| Code Interpreter Agent by Nova (CIVAI) I do everything related to coding and execution tasks MCP serverVerified domain · nova.civai.coRemote | — | — | ||
| CodeDebut Search new software launches, read product pages, find alternatives and see daily upvote rankings. MCP serverVerified domain · codedebut.comRemote | — | — | ||
| CodeKitHub Everyday calculators and converters for AI assistants: units, dates, percentages, text, JSON. MCP serverVerified domain · codekithub.comRemote | — | — | ||
| Codemate website Read-only tools for codemate.com: search, articles, case studies, company and contact facts, jobs. MCP serverVerified domain · codemate.comRemote | — | — | ||
| CodeNib Source-linked CodeGraph exploration, ranked search, and static navigation for coding agents. MCP serverVerified domain · codenib.aiLocal · PyPI | — | — | ||
| Codequiry Source code plagiarism, peer similarity, and AI-generated-code detection for AI agents. MCP serverVerified domain · codequiry.comRemote | — | — | ||
| Coderbuds Your team's shipping standards, org map and delivery metrics, inside your coding agent. MCP serverVerified domain · coderbuds.comRemote | — | — | ||
| CodeStringers MCP Server Search CodeStringers' Zoho & custom-software content and business details, live. MCP serverVerified domain · codestringers.comRemote | — | — | ||
| CodeWays — AI-Native Web, Mobile & Cloudflare Studio Explore CodeWays full-stack software engineering services, AI agent readiness, and project quotes. MCP serverVerified domain · codeways.coRemote | — | — | ||
| CodexGuild What changed in your stack since the model's cutoff, error fixes, and security-scanned skills/MCPs MCP serverVerified domain · codexguild.comLocal · npm | — | — | ||
| com.accountingqb/accountingqb QuickBooks Online for Claude: reports, bookkeeping cleanup, and US & Canadian tax prep. MCP serverVerified domain · accountingqb.comRemote | — | — | ||
| com.axiomatic-ai/prover Lean 4 MCP server: compile, prove theorems, and formalize math with Mathlib. MCP serverVerified domain · axiomatic-ai.comRemote | — | — | ||
| com.clauxel.bumblebeereceipt/bumblebeereceipt-mcp A paid remote MCP for developer endpoint scanner MCP, built to return verdicts, receipts, usage logs MCP serverVerified domain · bumblebeereceipt.clauxel.comRemote | — | — | ||
| com.clauxel.clianythingharness/clianythingharness-mcp A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage logs, and audit-ready MCP serverVerified domain · clianythingharness.clauxel.comRemote | — | — | ||
| com.clauxel.codegraphcontext/codegraphcontext-mcp A paid remote MCP for code graph MCP for AI coding, built to return verdicts, receipts, usage logs, MCP serverVerified domain · codegraphcontext.clauxel.comRemote | — | — | ||
| com.clauxel.copilotcliswitchgate/copilotcliswitchgate-mcp Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, and reviewer-ready evid MCP serverVerified domain · copilotcliswitchgate.clauxel.comRemote | — | — | ||
| com.clauxel.jcodeharness/jcodeharness-mcp A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, receipts, usage logs, and MCP serverVerified domain · jcodeharness.clauxel.comRemote | — | — | ||
| com.clauxel.pydanticcontract/pydanticcontract-mcp A paid remote MCP for Pydantic AI structured output, built to return verdicts, receipts, usage logs, MCP serverVerified domain · pydanticcontract.clauxel.comRemote | — | — | ||
| com.clauxel.rtkcontext/rtkcontext-mcp A paid remote MCP for OpenAI Codex context compressor, built to return verdicts, receipts, usage log MCP serverVerified domain · rtkcontext.clauxel.comRemote | — | — | ||
| com.clauxel.semblecodesearchgate/semblecodesearchgate-mcp Paid remote MCP for agent code search routing MCP, structured receipts, audit logs, and reviewer-rea MCP serverVerified domain · semblecodesearchgate.clauxel.comRemote | — | — | ||
| com.clihub/clihub Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools & recipes. MCP serverVerified domain · clihub.comLocal · npm | — | — | ||
| com.codescene/codescene-mcp-server An MCP server that provides CodeScene Code Health analysis tools. MCP serverVerified domain · codescene.comLocal · npm | — | — | ||
| com.codician/growmos Living knowledge graph for your repo: query with citations, remember/link facts, fact-check claims. MCP serverVerified domain · codician.comLocal · PyPI | — | — | ||
| com.dmzagent/skill-builder-mcp Search the skill-builder registry and auto-install skills for Claude Code, Cursor, and Codex. MCP serverVerified domain · dmzagent.comLocal · npm | — | — | ||
| com.eckari/capabilities Deterministic company, entity and location lookups for agents - per call, x402 or API key. MCP serverVerified domain · eckari.comRemote | — | — | ||
| com.edgethirteen.www/hubspot-dbv Free map of HubSpot legacy v1-v4 API operations to their date-based-versioning replacements. MCP serverVerified domain · www.edgethirteen.comRemote | — | — | ||
| com.edgethirteen.www/vercelpycheck Scan a public GitHub repo for known Vercel Python-runtime deploy footguns. MCP serverVerified domain · www.edgethirteen.comRemote | — | — | ||
| com.grain64.leaklens/leaklens Check coding-benchmark tasks for leaked fixes: per-task tier, quote and fix-commit date. MCP serverVerified domain · leaklens.grain64.comRemote | — | — | ||
| Coordigent Coding agents in one repo see each other, get warned before shared edits, and message. MCP serverVerified domain · coordigent.comLocal · npm | — | — | ||
| CoralSwarm Connect Search and save your coding work in a CoralSwarm ocean: sessions, decisions, meetings. MCP serverVerified domain · coralswarm.comRemote | — | — | ||
| covdbg C++ code coverage on Windows for AI agents. Find uncovered code from PDBs, no rebuild. MCP serverVerified domain · covdbg.comLocal · MCPB | — | — | ||
| dashboardbase Validate dashboardbase widget endpoint responses and setup files against the live contract. MCP serverVerified domain · dashboardbase.comLocal · npm | — | — | ||
| DatasheetVend Turn datasheets into source-backed JSON contracts, pinout matrices, and KiCad CAD for AI agents. MCP serverVerified domain · datasheetvend.comRemote | — | — | ||
| Dev Facts Check Software end-of-life dates, open-source licenses, browser support for web features and RFC facts. MCP serverVerified domain · openkrill.appRemote | — | — | ||
| Doseedo DAW Sessions: read, edit and convert Logic, Ableton, FL Studio and Pro Tools projects Read and edit DAW projects as an agent, save native Logic projects, convert projects between DAWs MCP serverVerified domain · doseedo.comRemote | — | — | ||
| ELYREON JSON Schema Payload Validator JSON Schema validator for API payloads via MCP: bounded checks and structured pass/fail errors. MCP serverVerified domain · elyraon.com.coRemote | — | — | ||
| ELYREON n8n Workflow Rescue Static n8n workflow validator: workflow errors and repair suggestions. No execution. MCP serverVerified domain · elyraon.com.coRemote | — | — | ||
| featury Ask what your product does, triage requests and publish the changelog, from a map of your code. MCP serverVerified domain · featury.appRemote | — | — | ||
| Footgun Dated, verified API breakages for coding agents, plus a local scan for them in your existing code. MCP serverVerified domain · getfootgun.comRemote | — | — | ||
| GitHits Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples. MCP serverVerified domain · githits.comLocal · npm | — | — | ||
| GrapeCity GcExcel GrapeCity Software MCP for GcExcel docs, examples, and product assistance. MCP serverVerified domain · grapecity.com.cnRemote | — | — | ||
| GrapeCity SpreadJS GrapeCity Software MCP for SpreadJS docs, examples, and product assistance. MCP serverVerified domain · grapecity.com.cnRemote | — | — | ||
| Graqle Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning. MCP serverVerified domain · graqle.comLocal · PyPI | — | — | ||
| Harbor (gethrbr) Team memory for coding agents: rules you approve, served to every agent, and which ones it cited. MCP serverVerified domain · gethrbr.comRemote | — | — | ||
| JackHamr Your AI dev team: agents that build, test, review and ship, each on its own cloud machine. MCP serverVerified domain · jackhamr.aiRemote | — | — | ||
| Joxo One shared project for a team's coding agents: decisions, a task board and handoffs. MCP serverVerified domain · joxo.aiRemote | — | — | ||
| Kawa Code Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants. MCP serverVerified domain · kawacode.aiLocal · npm | — | — | ||
| LetX Collaborative LaTeX editor: search 1000+ templates, edit projects, and compile them to PDF. MCP serverVerified domain · letx.appRemote | — | — | ||
| LogPulse Changelogs for coding agents: versions, breaking changes, migrations. Free changelog-to-JSON. MCP serverVerified domain · release-ripple-roadmap.lovable.appRemote | — | — | ||
| Maguyva Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages. MCP serverVerified domain · maguyva.aiRemote | — | — | ||
| MakerPortal compute Deterministic engineering solvers: biquad filter design, room eigenmodes, LLM VRAM fit. MCP serverVerified domain · makerportal.aiLocal · npm | — | — | ||
| MegaLens Code review by AI models from different companies, usually two. Shows where they agree and disagree. MCP serverVerified domain · megalens.aiRemote | — | — | ||
| Merget Merget for coding agents: set up the merge queue, operate it, and read its findings and code graphs. MCP serverVerified domain · merget.aiRemote | 0 | — | ||
| Norma by Quality Clouds Checks AI-written code against your rules as it is written, and keeps a record of what it found. MCP serverVerified domain · qualityclouds.aiRemote | — | — | ||
| npm Release Tracker — new Node.js packages & JavaScript dependency updates (npmwatch) npm releases: Node package versions, daily. $0.01/query. Be born in one call — free testnet funds. MCP serverVerified domain · a2awire.comRemote | — | — | ||
| npm Trends API npm package download trends and adoption growth over time. Free key at trendsapi.ai MCP serverVerified domain · trendsapi.aiRemote | — | — | ||
| npm Trends MCP npm package trends and weekly downloads over time. Free key at trendsmcp.ai MCP serverVerified domain · trendsmcp.aiRemote | 0 | MIT | ||
| Okapi Breaking changes of third-party APIs: check your code's API calls before they break. MCP serverVerified domain · okapi.botRemote | — | — | ||
| Optibot AI code review for your AI assistant — review local changes, branch diffs, and patch files. MCP serverVerified domain · getoptimal.aiLocal · npm | — | — | ||
| Package Health Check Check an npm or Python package, or a package.json, for vulnerabilities and upkeep. MCP serverVerified domain · openkrill.appRemote | — | — | ||
| Package Intel MCP Package intelligence for AI agents across npm, PyPI, crates.io and deps.dev. No API keys. MCP serverVerified domain · datakoot.comRemote | — | — | ||
| Panel Review Guardian agent for AI coding: four frontier models review risky diffs and commits before they ship. MCP serverVerified domain · truverif.aiRemote | — | — | ||
| Paper Lantern Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs. MCP serverVerified domain · paperlantern.aiRemote | — | — | ||
| Periscope MCP broker into your live Neovim/diver config: LSP, formatters, linters, DAP, MATE attention. MCP serverVerified domain · qompass.aiLocal · MCPB | — | — | ||
| PLCs.ai Query Allen-Bradley and Siemens PLC projects, live tag values, and analyses in plain English. MCP serverVerified domain · plcs.aiRemote | — | — | ||
| PulseGate Bounded software search, unknown requirements, and the origins of project identifiers. MCP serverVerified domain · pulsegate.aiRemote | — | — | ||
| Purple8 — AI-Native Application Backend Complete backend for AI-built apps: data, auth, workflows, SLAs, HITL & RAG in 176 MCP tools. MCP serverVerified domain · www.purple8.aiRemote | — | — | ||
| PyPI Release Tracker — new Python packages & dependency updates (pypiwatch) PyPI releases: Python package versions, daily. Be born in one call — free testnet funds. MCP serverVerified domain · a2awire.comRemote | — | — | ||
| Python Code Validator Proves AI-generated Python does what you asked: lint, types, security, sandbox run, exact fixes. MCP serverVerified domain · statemind.aiRemote | — | — | ||
| Rust Crate Release Tracker — new cargo packages from crates.io (cratewatch) New Rust crates & cargo package releases. $0.01/query. Be born in one call — free testnet funds. MCP serverVerified domain · a2awire.comRemote● Live | — | — | ||
| Stratum MCP Structured execution for coding agents: contracts, postconditions, gates, guardrails. MCP serverVerified domain · smartmemory.aiLocal · npm | — | — | ||
| StructForge Turn messy text into strict JSON schemas agents can trust (invoice, receipt, contact, resume). MCP serverVerified domain · askqa.appRemote | — | — | ||
| Theodolite Headless LSP bridge MCP server: pinned language-server sessions as bounded read tools. MCP serverVerified domain · qompass.aiLocal · MCPB | — | — | ||
| TokenOS dApp Builder Idea to buildable dApp spec MCP serverVerified domain · tokenos.aiRemote | — | — | ||
| TokenOS Smart Contract Audit Scan Solidity & Anchor code MCP serverVerified domain · tokenos.aiRemote | — | — | ||
| XRay-Vision AI-powered codebase analysis — call graphs, security, dead code, complexity. 150+ tools. MCP serverVerified domain · emtailabs.comRemote | — | — |
Filters apply to the top 156 of 156 tools by stars. Full list for agents: dev-code.json