Describe the job. KitScout packs a short list of agent tools for it, with the line to install each one.
Try:
Ranked by GitHub stars across every category. Not tested by us yet.
| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| Agent Skills Search Server Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. MCP serverVerified domain · mcp.com.aiRemote | 27,223 | Apache-2.0 | ||
| GitDiagram Architecture diagrams, explanations and Mermaid source for public GitHub repositories. MCP serverVerified domain · gitdiagram.comRemote | 18,877 | MIT | ||
| Zotero MCP Search, read, annotate, and add to your Zotero research library, local or web. MCP serverGitHub-verified authorLocal · PyPI | 5,884 | MIT | ||
| AKQuant Write and backtest trading strategies with AKQuant: API lookup, strategy checks, backtest runs MCP serverGitHub-verified authorLocal · PyPI | 2,598 | MIT | ||
| webclaw Web scraping, search, crawling, structured extraction and research for AI agents. MCP serverGitHub-verified authorLocal · npm | 2,440 | AGPL-3.0 | ||
| Ui.Vision MCP MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input MCP serverGitHub-verified authorLocal · npm | 2,104 | — | ||
| Actionbook Let your AI agent operate any website through a real, logged-in browser session. MCP serverVerified domain · actionbook.appRemote | 1,629 | Apache-2.0 | ||
| AKTools Search and fetch AKShare financial data (stocks, futures, funds, macro) from AI assistants MCP serverGitHub-verified authorLocal · PyPI | 1,565 | MIT | ||
| AgentRQ Task manager for AI agents. Orchestrate agents to achieve large goals in unified control plane. MCP serverGitHub-verified authorRemote | 1,189 | AGPL-3.0 | ||
| io.github.alisaitteke/photoshop-mcp MCP server for Adobe Photoshop — 128 tools (generative AI + recipes), standalone web UI. Control Ph… MCP serverGitHub-verified authorLocal · npm | 860 | MIT | ||
| io.github.8beeeaaat/touchdesigner-mcp-server MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents MCP serverGitHub-verified authorLocal · npm | 629 | MIT | ||
| AKShare Let a model explore AKShare's 1000+ China market data functions on its own — search, inspect, call MCP serverGitHub-verified authorLocal · PyPI | 609 | Apache-2.0 | ||
| Kronos Stock price forecasting for China A-shares — Kronos K-line time-series model MCP serverGitHub-verified authorLocal · PyPI | 609 | Apache-2.0 | ||
| TrueSource First-hand market signals: filings, procurement wins, R&D expansion, macro data MCP serverGitHub-verified authorLocal · PyPI | 609 | Apache-2.0 | ||
| Anki MCP Server MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect. MCP serverVerified domain · ankimcp.aiLocal · npm | 556 | MIT | ||
| Polymarket Paper Trader Polymarket paper trading for AI agents: $10k paper money, real order books, official fees. MCP serverGitHub-verified authorLocal · PyPI | 506 | MIT | ||
| GrayMatter Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra. MCP serverGitHub-verified author | 491 | MIT | ||
| amd-skills AMD's verified Agent Skills in one plugin: route image/audio through local AI on Ryzen AI, serve LLMs on AMD Instinct GPUs with vLLM, optimize inferen PluginAnthropic marketplace | 485 | MIT | ||
| io.github.abelljs/abell AI tools related to Abell. Currently includes MCP of Abell MCP serverGitHub-verified authorLocal · npm | 446 | MIT | ||
| mcptoon MCP tools + agent skills in one zero-dependency CLI: 71,929 -> 581 tokens (-99.2%, measured). MCP serverGitHub-verified authorLocal · PyPI | 429 | Apache-2.0 | ||
| Equation.io Create interactive 2D and 3D graphs with validated equations, shareable links, and PNG previews. MCP serverVerified domain · equation.ioRemote | 409 | MIT | ||
| io.github.AmrDab/clawdcursor Safe cross-OS desktop control for any AI agent - the fallback execution layer. MCP serverGitHub-verified authorLocal · npm | 408 | MIT | ||
| io.github.ai-dashboad/flutter-skill AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed. MCP serverGitHub-verified authorLocal · npm | 405 | MIT | ||
| io.github.telsav/flutter-skill AI E2E testing bridge — give AI eyes and hands inside any app. 8 platforms, 40+ tools. MCP serverGitHub-verified authorLocal · npm | 405 | MIT | ||
| AkTools MCP Server MCP Server for stock and crypto MCP serverGitHub-verified authorLocal · PyPI | 391 | MIT | ||
| emisar Let AI operate servers without SSH. Choose actions, approve risky changes, and audit every step. MCP serverVerified domain · emisar.devRemote | 375 | — | ||
| io.github.aa0101181514/tw-legal-rag Taiwan law MCP server: 22M court judgments, statutes, agency rulings, with citation checks MCP serverGitHub-verified authorRemote | 346 | — | ||
| io.github.andrea9293/mcp-documentation-server Local-first document management and semantic search for AI coding agents MCP serverGitHub-verified authorLocal · npm | 346 | MIT | ||
| Airbyte Build and manage data pipelines, add custom connectors, and chat with your data. MCP serverGitHub-verified authorRemote | 343 | — | ||
| io.github.aayoawoyemi/ori-memory Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search. MCP serverGitHub-verified authorLocal · npm | 336 | Apache-2.0 | ||
| 2anki Turn text, files, URLs, or photos into Anki flashcard decks from your AI assistant. MCP serverVerified domain · 2anki.netRemoteSign-in needed | 328 | — | ||
| adobe-for-creativity Harness Adobe's creative AI-powered tools to edit images, automate design workflows, and bring creative visions to life — from background removal to v PluginAnthropic marketplace | 325 | Apache-2.0 | ||
| io.github.AliAkhtari78/spotifyscraper Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only. MCP serverGitHub-verified authorLocal · PyPI | 325 | MIT | ||
| ResiMind Exact polynomial checks, sparse expansion and verified rule memory. Local MCP tools, no model key. MCP serverGitHub-verified authorLocal · MCPB | 292 | MIT | ||
| Alfanous - Quranic Search Engine Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support. MCP serverGitHub-verified authorLocal · PyPI | 286 | LGPL-3.0 | ||
| io.github.anousss007/blatui shadcn/ui for Laravel Blade — discover, read and install BlatUI components, blocks and charts. MCP serverGitHub-verified authorRemote | 263 | — | ||
| io.github.agenticmail/mcp Real email and SMS for AI agents — send mail, receive verification codes, drive a real inbox. MCP serverGitHub-verified authorLocal · npm | 252 | MIT | ||
| olcli Overleaf projects from an MCP client: files, compile and PDF, diff, comments and tracked changes MCP serverGitHub-verified authorLocal · npm | 252 | MIT | ||
| io.github.achiya-automation/safari-mcp Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead. MCP serverGitHub-verified authorLocal · npm | 242 | MIT | ||
| ServiceNow MCP Server 400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more. MCP serverGitHub-verified authorLocal · npm | 237 | — | ||
| ServiceNow MCP Server 400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more. MCP serverGitHub-verified authorLocal · npm | 237 | — | ||
| ServiceNow MCP Server (NowAIKit) ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default. MCP serverGitHub-verified authorLocal · npm | 237 | — | ||
| io.github.alphavantage/alpha_vantage_mcp Real-time financial market data: stocks, forex, crypto, commodities, and economic indicators MCP serverGitHub-verified authorRemote | 227 | MIT | ||
| io.github.alibaizhanov/mengram Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows MCP serverGitHub-verified authorRemote | 207 | Apache-2.0 | ||
| Google Workspace Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, manifest-driven MCP serverGitHub-verified authorLocal · npm | 196 | Apache-2.0 | ||
| paper-preflight Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM. MCP serverGitHub-verified authorLocal · PyPI | 182 | MIT | ||
| Joplin MCP Server FastMCP server exposing Joplin notes, notebooks, tags, and imports. MCP serverGitHub-verified authorLocal · PyPI | 174 | MIT | ||
| io.github.Aimino-Tech/office-oxide-mcp Rust-native MCP server for Office document processing MCP serverGitHub-verified authorLocal · npm | 164 | GPL-3.0 | ||
| io.github.Anandb71/arbor The Graph-Native Intelligence Layer for Code. MCP serverGitHub-verified author | 162 | MIT | ||
| Mnemosyne Evidence-tracked local memory MCP server: one SQLite file; corrections retire dependent memories. MCP serverGitHub-verified authorLocal · npm | 159 | MIT | ||
| WebReaper AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed. MCP serverGitHub-verified authorLocal · NuGet | 152 | MIT | ||
| freellmpool OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools. MCP serverGitHub-verified authorLocal · PyPI | 150 | MIT | ||
| ExpoKit Search and add animated Expo and React Native UI components, charts and screens to your app. MCP serverGitHub-verified authorLocal · npm | 130 | MIT | ||
| AgentPhone Give AI agents real phone numbers, messages, and voice calls via MCP. MCP serverGitHub-verified authorLocal · npm | 126 | MIT | ||
| GoSQLX SQL validation, formatting, parsing, metadata extraction, linting, and security analysis. MCP serverGitHub-verified authorRemote | 124 | Apache-2.0 | ||
| io.github.sonpiaz/openaffiliate-mcp Search and discover affiliate programs with agent-ready data and commission details. MCP serverGitHub-verified authorLocal · npm | 124 | — | ||
| Lunch Money MCP server for managing LunchMoney personal finances: transactions, budgets, categories, and more. MCP serverGitHub-verified authorLocal · npm | 115 | MIT | ||
| com.adspirer/ads Manage Google, Meta, Amazon, TikTok, LinkedIn & ChatGPT ads. 430 tools for campaigns & analytics. MCP serverVerified domain · adspirer.comRemote | 107 | MIT | ||
| MikroMCP MCP server for MikroTik RouterOS and SwOS: typed tools, dry-run, RBAC, audit logs, and rollback. MCP serverGitHub-verified authorLocal · npm | 105 | MIT | ||
| Open Library Search books and authors on the Internet Archive's Open Library MCP serverGitHub-verified authorLocal · npm | 102 | MIT | ||
| AnkiMCP Server Anki addon that exposes your flashcard collection to AI assistants via a local MCP server. MCP serverVerified domain · ankimcp.ai | 101 | — | ||
| SolidWorks MCP Drive SolidWorks from AI agents: parts, assemblies, drawings and export over the COM API. MCP serverGitHub-verified authorLocal · PyPI | 98 | MIT | ||
| io.github.26zl/cybersec-toolkit Authorization-gated MCP server to discover and run 670+ security tools for CTF, pentest, and DFIR. MCP serverGitHub-verified authorLocal · Docker | 95 | MIT | ||
| Lumen Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest. MCP serverGitHub-verified author | 93 | MIT | ||
| Nutrition MCP Nutrition tracking: log meals and macros, USDA and Open Food Facts lookups, history, app import. MCP serverGitHub-verified authorRemote | 91 | MIT | ||
| io.github.adelinamart/robrain Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach. MCP serverGitHub-verified authorLocal · npm | 90 | Apache-2.0 | ||
| Alchemy MCP Server Blockchain data across 100+ chains: token prices, NFTs, transfers, simulation, traces, Solana DAS MCP serverVerified domain · alchemy.comRemote | 88 | MIT | ||
| WilmAI Finland's Wilma school system for parents and students: schedule, homework, exams and messages. MCP serverVerified domain · wilm.aiLocal · npm | 85 | MIT | ||
| io.github.alvinindra/figma-mcp-rust Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools. MCP serverGitHub-verified authorLocal · npm | 80 | MIT | ||
| Actual Budget MCP Server Manage Actual Budget accounts, transactions, budgets, rules and reports from an AI assistant. MCP serverGitHub-verified authorLocal · npm | 76 | MIT | ||
| Suno by Ace Data Cloud Create Suno music, lyrics and covers with Ace Data Cloud; retrieve the same task for results. MCP serverGitHub-verified authorLocal · PyPI | 73 | MIT | ||
| Agentic Mermaid Render, verify, describe, and safely edit Mermaid diagrams through MCP. MCP serverGitHub-verified authorLocal · npm | 70 | MIT | ||
| io.github.aicanvas-me/aicanvas Design systems your AI agent builds with and you reshape, plus standalone React components. MCP serverGitHub-verified authorLocal · npm | 69 | MIT | ||
| Agent360 Browser MCP Drive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too. MCP serverGitHub-verified authorLocal · npm | 63 | MIT | ||
| Redmine Work with Redmine issues, projects, time entries, wiki pages and more. Read-only by default. MCP serverGitHub-verified authorLocal · Docker | 63 | MIT | ||
| TiaCommander Siemens TIA Portal MCP server — AI-assisted PLC programming. 19 tools, 230 actions. MCP serverGitHub-verified authorLocal · MCPB | 61 | — | ||
| Zikkaron Biologically-inspired persistent memory engine for Claude Code MCP agents MCP serverGitHub-verified authorLocal · PyPI | 61 | MIT | ||
| KRouter Plain-Markdown memory for your AI: every answer cites its page, and it says when it does not know. MCP serverGitHub-verified authorLocal · MCPB | 59 | MIT | ||
| io.github.alphaonedev/ai-memory Persistent memory for any AI — zero token cost until recall MCP serverGitHub-verified authorLocal · Docker | 57 | Apache-2.0 | ||
| io.github.andreisirbu91-lab/mcpspend Query your MCPSpend usage: cost today, top tools, recent sessions, budget projections. MCP serverGitHub-verified authorLocal · npm | 57 | MIT | ||
| airtable Airtable is the database and operations layer for your agents — whether running product, marketing, sales, ops, HR, or a custom business app. It combi PluginAnthropic marketplace | 53 | MIT | ||
| Continente MCP Unofficial Continente.pt shopping: search, compare unit prices, read orders and fill the cart. MCP serverGitHub-verified authorLocal · npm | 52 | MIT | ||
| GoodWatch Find movies and TV shows, track watches, and get suggestions based on your taste. MCP serverVerified domain · goodwatch.appRemote | 49 | MIT | ||
| amplitude Use Amplitude as an expert analyst — instrument Amplitude, discover product opportunities, analyze charts, create dashboards, manage experiments, and PluginAnthropic marketplace | 47 | MIT | ||
| Librecrawl — Technical SEO Audit MCP Server Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl. MCP serverGitHub-verified author | 47 | MIT | ||
| LLMScribe Deterministic local project map, search and file reader for AI agents. MCP serverGitHub-verified authorLocal · PyPI | 47 | Apache-2.0 | ||
| io.github.Alejandro-M-P/git-courer Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing. MCP serverGitHub-verified author | 46 | MIT | ||
| io.github.Abhigyan-Shekhar/Waggle-mcp Persistent graph-backed conversational memory for AI agents. MCP serverGitHub-verified authorLocal · PyPI | 45 | Apache-2.0 | ||
| Withings Health Data MCP server for Withings health data — sleep, activity, heart, and body metrics. MCP serverGitHub-verified authorRemote | 45 | MIT | ||
| GEO Tracker by DigestSEO Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit. MCP serverGitHub-verified authorLocal · npm | 40 | MIT | ||
| UnrealMCP — AI Bridge for Unreal Engine 5 Control the Unreal Engine 5 editor from any MCP client: Blueprints, materials, Niagara. MCP serverGitHub-verified authorLocal · PyPI | 40 | MPL-2.0 | ||
| AIRAS Automated AI research toolkit: hypothesis generation, experiments, and paper writing MCP serverGitHub-verified authorLocal · PyPI | 39 | MIT | ||
| amazon-selling-partner Connect your Amazon Seller Central account to Claude. Ask about sales, inventory, and listing performance and get recommendations grounded in your own PluginAnthropic marketplace | 39 | — | ||
| io.github.aicayzer/companies-house UK Companies House public register: search companies, officers, ownership, filings and documents. MCP serverGitHub-verified authorLocal · npm | 39 | MIT | ||
| io.github.2nd1st/open-mcp-apps Persistent, interactive MCP Apps — the AI builds an app once, you both reuse it MCP serverGitHub-verified authorLocal · npm | 37 | MIT | ||
| Vault Cortex Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1 MCP serverGitHub-verified authorLocal · Docker | 37 | MIT | ||
| io.github.alexpfau/zigbee2mqtt-mcp Administer a Zigbee2MQTT estate: health, mesh diagnostics, OTA, pairing, device management. MCP serverGitHub-verified authorLocal · npm | 36 | MIT | ||
| io.github.andrijdavid/vinted-mcp MCP Server for Vinted that allows to search items, compare prices, and analyze sellers. MCP serverGitHub-verified authorLocal · npm | 36 | — | ||
| io.github.aks129/healthclaw-guardrails Guardrailed FHIR access for AI agents: PHI redaction, audit trail, step-up auth, tenant isolation MCP serverGitHub-verified authorRemote | 34 | MIT | ||
| Pinto Notes Search, read and edit your notes in Pinto Notes: folders, checklists, tables and trackers. MCP serverVerified domain · pintonotes.comRemote | 34 | MIT | ||
| AgentGate Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve. MCP serverGitHub-verified authorLocal · npm | 33 | MIT | ||
| io.github.abhishekbhakat/airflow-mcp-server An MCP server for Apache Airflow MCP serverGitHub-verified authorLocal · PyPI | 33 | MIT | ||
| ZulipChat MCP Server ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics MCP serverGitHub-verified authorLocal · PyPI | 33 | MIT | ||
| Acquisition.gov Acquisition.gov FAR Overhaul model parts, agency deviations, PDFs, and guidance. 5 tools. MCP serverVerified domain · 1102tools.comLocal · PyPI | 32 | MIT | ||
| afro.tools Open-source API specs for African providers (payments, SMS, KYC, delivery) for AI agents. MCP serverGitHub-verified authorRemote | 32 | Apache-2.0 | ||
| BLS OEWS BLS Occupational Employment and Wage Statistics market wages, bundled; no API key. 8 tools. MCP serverVerified domain · 1102tools.comLocal · PyPI | 32 | MIT | ||
| BLS OEWS BLS Occupational Employment and Wage Statistics market wages. 7 tools. MCP serverGitHub-verified authorLocal · PyPI | 32 | MIT | ||
| Django Admin MCP Django admin models over MCP: CRUD, actions, history, autocomplete — capped by Django permissions. MCP serverGitHub-verified authorLocal · PyPI | 32 | MIT | ||
| eCFR Electronic Code of Federal Regulations including FAR, DFARS, and agency supplements. 13 tools. MCP serverVerified domain · 1102tools.comLocal · PyPI | 32 | MIT | ||
| eCFR Electronic Code of Federal Regulations including FAR and DFARS. 13 tools. MCP serverGitHub-verified authorLocal · PyPI | 32 | MIT | ||
| Federal Register Federal Register proposed and final rules, notices, executive orders, and FAR cases. 8 tools. MCP serverVerified domain · 1102tools.comLocal · PyPI | 32 | MIT | ||
| Federal Register Federal Register proposed/final rules, notices, executive orders, FAR cases. 8 tools. MCP serverGitHub-verified authorLocal · PyPI | 32 | MIT | ||
| GSA CALC+ GSA CALC+ awarded labor ceiling rates from more than 230,000 MAS contract records. 8 tools. MCP serverVerified domain · 1102tools.comLocal · PyPI | 32 | MIT | ||
| GSA CALC+ GSA CALC+ awarded labor ceiling rates from 230K+ MAS contracts. 8 tools. MCP serverGitHub-verified authorLocal · PyPI | 32 | MIT | ||
| GSA Per Diem GSA Per Diem access readiness, lodging, and meals and incidental expense rates. 7 tools. MCP serverVerified domain · 1102tools.comLocal · PyPI | 32 | MIT | ||
| GSA Per Diem GSA Per Diem federal travel lodging and M&IE rates. 6 tools. MCP serverGitHub-verified authorLocal · PyPI | 32 | MIT | ||
| iMessage History Read-only MCP server for searching and reading Apple Messages history on macOS. MCP serverGitHub-verified authorLocal · npm | 32 | MIT | ||
| iMessage History Read-only MCP server for searching and reading Apple Messages history on macOS. MCP serverGitHub-verified authorLocal · npm | 32 | MIT | ||
| io.github.9crusher/mcp-server-kalshi MCP server for end-to-end trading on Kalshi prediction markets: discover, research, trade. MCP serverGitHub-verified authorLocal · PyPI | 32 | MIT | ||
| Regulations.gov Regulations.gov readiness, rulemaking dockets, documents, comments, and comment periods. 9 tools. MCP serverVerified domain · 1102tools.comLocal · PyPI | 32 | MIT | ||
| Regulations.gov Regulations.gov rulemaking dockets, documents, public comments. 8 tools. MCP serverGitHub-verified authorLocal · PyPI | 32 | MIT | ||
| SAM.gov SAM.gov readiness, entities, exclusions, opportunities, awards, hierarchy, and subawards. 20 tools. MCP serverVerified domain · 1102tools.comLocal · PyPI | 32 | MIT | ||
| SAM.gov SAM.gov entity registration, exclusions, opportunities, contract awards. 15 tools. MCP serverGitHub-verified authorLocal · PyPI | 32 | MIT | ||
| USASpending.gov USAspending.gov contracts, grants, loans, subawards, recipients, agencies, and federal accounts. MCP serverVerified domain · 1102tools.comLocal · PyPI | 32 | MIT | ||
| USASpending.gov USASpending.gov federal contracts, subawards, recipients, agencies. 55 tools. MCP serverGitHub-verified authorLocal · PyPI | 32 | MIT | ||
| AINDF Read-only MCP server for one AINDF design-system bundle: look up what it offers, validate screens. MCP serverGitHub-verified authorLocal · npm | 29 | MIT | ||
| Notify MCP Server MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk MCP serverGitHub-verified authorLocal · PyPI | 29 | MIT | ||
| Aiven MCP Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant. MCP serverVerified domain · aiven.ioLocal · npm | 28 | Apache-2.0 | ||
| devcontainer-mcp Manage dev container environments via MCP (Docker, DevPod, Codespaces). MCP serverGitHub-verified authorLocal · MCPB | 28 | MIT | ||
| Prism Scanner Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading. MCP serverGitHub-verified authorLocal · PyPI | 28 | Apache-2.0 | ||
| io.github.AdonaiVera/fiftyone-mcp-server Control FiftyOne computer vision datasets through AI assistants using 80+ operators. MCP serverGitHub-verified authorLocal · PyPI | 27 | — | ||
| Agentic HIL Develop firmware on the real board behind a debug probe: flash, reset, UART and CAN, policy-gated. MCP serverGitHub-verified authorLocal · PyPI | 26 | Apache-2.0 | ||
| JobGPT - Job Search Automation & Auto Apply Job search automation, auto apply, resume builder, application tracking, and recruiter outreach MCP serverGitHub-verified authorLocal · npm | 26 | MIT | ||
| MCP Server for Binge-watch MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器，为AI提供搜索影视播放地址的能力，并支持在小米等安卓电视/投影仪上直接播放 MCP serverGitHub-verified authorLocal · PyPI | 26 | MIT | ||
| Adwarp Open-source ad agent for LinkedIn Ads and Google Ads. Drafts campaigns, audiences and reports. MCP serverGitHub-verified authorLocal · npm | 25 | MIT | ||
| AgentLens Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents. MCP serverGitHub-verified authorLocal · npm | 25 | MIT | ||
| AION Indian Market Intelligence for Macro Event & Sector Impact Analysis Indian macro-event and sector impact intelligence for MCP workflows. MCP serverGitHub-verified authorLocal · PyPI | 24 | — | ||
| aChurch.ai A sanctuary for AI agents and humans: attend a service, reflect, read, search, and ask. No auth. MCP serverGitHub-verified authorLocal · npm | 23 | — | ||
| Globestudio Generate dotted-globe maps, share URLs, and embed snippets from chat. MCP serverGitHub-verified authorLocal · npm | 23 | MIT | ||
| ai.aliengiraffe/spotdb Ephemeral data sandbox for AI workflows with guardrails and security MCP serverVerified domain · aliengiraffe.aiLocal · Docker | 21 | MIT | ||
| io.github.a-tarasoff/zenmoney-mcp MCP server for ZenMoney personal finance app MCP serverGitHub-verified authorLocal · npm | 21 | MIT | ||
| Seedance by Ace Data Cloud Generate Seedance videos with Ace Data Cloud; retrieve the original task for finished video. MCP serverGitHub-verified authorLocal · PyPI | 21 | MIT | ||
| Ads Manager by AdKit: Google Ads, Meta Ads, TikTok Ads, LinkedIn Ads PPC advertising on Google Ads, Meta Ads (Facebook Ads), TikTok Ads, LinkedIn Ads, Reddit Ads & more. MCP serverGitHub-verified authorRemote | 20 | MIT | ||
| ENCODE Toolkit 20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipelines MCP serverGitHub-verified authorLocal · npm | 20 | AGPL-3.0 | ||
| IBKR Portfolio Builder Top-down IBKR research: 468 typed screeners tagged by strategy intent, news, account access. MCP serverGitHub-verified authorRemote | 20 | MIT | ||
| io.github.ahoybuoy/buoy The design system your coding agents check before they ship: tokens plus exact UI fixes. MCP serverGitHub-verified authorLocal · npm | 20 | MIT | ||
| io.github.ajtgjmdjp/edinet-mcp Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/PL/CF statements. MCP serverGitHub-verified authorLocal · PyPI | 20 | Apache-2.0 | ||
| io.github.amol21p/interactive-terminal MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker MCP serverGitHub-verified authorLocal · npm | 20 | MIT | ||
| AI Guard Guardrails for AI-written JS/TS: scans, weakened-test checks, package checks, verify before done. MCP serverGitHub-verified authorLocal · npm | 19 | MIT | ||
| io.github.adecubed/gigamail Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send. MCP serverGitHub-verified authorLocal · PyPI | 19 | AGPL-3.0 | ||
| ToolTrust Scanner Scans MCP servers for prompt injection, data exfiltration, and privilege escalation. MCP serverGitHub-verified authorLocal · npm | 19 | MIT | ||
| VASTlint Validate VAST, VMAP, and DAAST ad tags against IAB specs. 246 rules, pure Rust core. MCP serverGitHub-verified authorLocal · MCPB | 19 | Apache-2.0 | ||
| Aegis — AI Agent Governance Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging. MCP serverGitHub-verified authorLocal · PyPI | 18 | 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 | ||
| CRED-1 Domain credibility ratings from the CRED-1 dataset: check, batch check and search news domains MCP serverGitHub-verified authorLocal · npm | 18 | CC-BY-4.0 | ||
| aikido Aikido Security scanning for Claude Code — SAST, secrets, and IaC vulnerability detection powered by the Aikido MCP server. PluginAnthropic marketplace | 15 | — | ||
| airwallex-agentos Bring Airwallex's global financial infrastructure to Claude. Orchestrate actions across your account in plain language, e.g., set up invoices from a P PluginAnthropic marketplace | 8 | Apache-2.0 | ||
| activecampaign Marketing automation, CRM, and email marketing powered by ActiveCampaign. Manage contacts, campaigns, automations, deals, and get AI-powered marketing PluginAnthropic marketplace | 6 | MIT | ||
| altimate-code Delegates dbt and warehouse work to altimate-code, a specialized CLI agent with 100+ purpose-built data tools (SQL analysis, column-level lineage, dbt PluginAnthropic marketplace | 4 | MIT | ||
| 42crunch-api-security-testing Automate API security directly in Claude Code with 42Crunch - automatically audit OpenAPI specs, detect vulnerabilities aligned with OWASP API Securit PluginAnthropic marketplace | 1 | — | ||
| aiven Easily deploy managed PostgreSQL (pg), Kafka, OpenSearch, Clickhouse and other databases, streaming and apps. Free tier available, up and running in m PluginAnthropic marketplace | 1 | Apache-2.0 |
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