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A Serper MCP Server

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Enrich any UK business with Companies House records, Google Places ratings, website/SSL status, and social media links in one MCP tool call. Four data sources, single JSON response.

Enrich any UK business with Companies House records, Google Places ratings, website/SSL status, and social media links in one MCP tool call. Four data sources, single JSON response.

23 MCP tools for AI agents. 13 free developer utilities (UUID, JSON, Base64, hashing, JWT, regex, cron, ETH). 7 paid creative tools. Browse and buy from 218+ digital goods across 22 shops at substratesymposium.com. Free tools get agents in the door, the cultural district keeps them.

PR-native API governance for AI agents. Detects breaking API changes at merge time, scores blast radius, and blocks unsafe agent tool calls before production. Preflight check, risk scoring, Decision Spec v1.0.

MCP server for TRON blockchain — connect AI agents to TRX, TRC20, smart contracts, staking & governance via GoTRON SDK

17 US federal data domains as MCP tools. FDA drugs, EPA water, CMS hospitals, NHTSA cars, BLS jobs, Census demographics, SEC filings, NOAA weather, and more. Signed responses with provenance

Tamper-proof audit trail for AI decisions. Record, verify, and export cryptographic proof chains via MCP. 6 tools: proof_record, proof_verify, proof_chain_verify, proof_get, proof_export_jsonld, proof_public_verify.

Connect Claude, Cursor, Windsurf and other AI assistants directly to your live Meta Ads, Google Analytics 4, and Google Search Console accounts. Ask natural language questions and get real answers from your actual data — no CSV exports, no tab switching. Runs 100% locally. Your credentials are machine-locked and encrypted — unreadable on any other computer even if copied. No cloud relay, no data logging. Supports multiple accounts. Ideal for agencies managing campaigns across multiple clients.

MCP server for 1C:Enterprise. Metadata inspection, BSL code search, query execution, event log, syntax reference. One Go binary, zero dependencies.

Production MCP server giving AI agents metered access to live Hedera blockchain data. Query token prices, screen identities, monitor governance, write tamper-evident HCS compliance records, and analyze smart contracts — all paid in HBAR micropayments per call.

An MCP server that connects your LLM (Claude, GPT, etc.) to German public procurement data via the Open Contracting Data Standard (OCDS). Features 10 tools for semantic search over 384-dim multilingual embeddings, tender matching with local company profiles, and structured filtering by CPV codes, procurement method, value range, and buyer. Built in Rust as a single self-contained binary. GDPR-friendly: company profiles are embedded locally and never sent to third parties — only embedding vectors are transmitted to the API.

MCP-native agent-to-agent messaging hub for AI swarms. Agents communicate via channels and DMs through MCP protocol — zero SDKs needed. Includes web UI, semantic search, analytics dashboard. Single Go binary, local-first.

Cryptographic runtime governance for AI agents. 20 tools. Sealed policy artifacts, continuous measurement, tamper-evident proof. Ed25519 + SHA-256.

Blockchain data across 100+ chains — wallet balances, token prices, transactions, DEX pairs, and more. REST API, real-time WebSocket with OHLCV price feeds, CLI, and x402 pay-per-request.

mctl is a self-service Kubernetes platform that automates infrastructure management via natural language. It integrates GitOps (ArgoCD), secrets management (Vault), and automated service onboarding into a unified set of 30+ MCP tools. Engineering teams can deploy, scale, and monitor their clusters directly from Claude, Cursor, or Gemini without manual CLI operations.

VirtualSMS is an SMS verification API for developers and AI agents. Buy virtual phone numbers and receive OTP codes for 700+ services including Telegram, WhatsApp, Google, Facebook, Twitter, TikTok and more in 100+ countries. Real SIM cards — not VoIP — means higher success rates. Full refund guaranteed if no SMS received. Includes MCP server for Claude/Cursor, REST API, and Telegram bot. Pay-per-use pricing with no subscription required.

Google Maps tools for AI agents — 8 tools (geocode, search, directions, elevation) via MCP server or standalone CLI with Agent Skill definitions and exec mode.

Search federal contracts, opportunities, vendor profiles, bid protests, and agency data through one unified API. Covers FPDS, SAM.gov, USAspending, Grants.gov, and more.

MCP server for GovRider -match your tech product or consulting service to thousands of live government tenders, RFPs, grants, and frameworks from 25+ official sources worldwide, updated nightly. GovRider is for any tech company, consultancy, or individual with a technology product or service. You don't need to be a government specialist. If you build or sell technology, there are governments looking to buy it. It aggregates procurement data from 25+ official government portals and international organisations across the US, EU, UK, Latin America, Africa, and Asia Pacific. All opportunities are verified, enriched with GovRider's proprietary analysis, and semantically indexed. Describe what you sell, or what you are building and get ranked matches in seconds.

AI drafts your email. You hit send. That's what TextForge does: it allows LLMs to safely read, search, download attachments from email AND compose replies / new drafts with attachments, signatures, and the like. But TextForge's real power comes from its webhooks and approval systems: 1. No emails are ever sent without your express approval - this helps prevent OpenClaw-style oopsies with email. 2. Approval requests can be sent via webhook to whatever your preferred messaging platform is: Slack, Discord, anything that accepts webhooks. You never need to open TextForge if you don't want to. 3. And if you want to build some really cool automations, TextForge even supports reply webhooks to help drive things like CRM automation if you wishb.

MCP server for Indigo Protocol on Cardano — exposes iAsset prices (iUSD, iBTC, iETH, iSOL), CDP/loan analytics, stability pools, INDY staking, governance, and DEX data to LLM agents.

Verify Australian and New Zealand businesses against government registers via any MCP-compatible AI agent. Returns registration status, directors, licences, trading names, and a three-tier risk assessment (CLEAR / ADVISORY / FLAGS_FOUND) that surfaces regulatory findings across jurisdictions — including bans, disqualifications, and insolvencies that may not appear in any single register. Each verification produces an immutable compliance record with a unique audit UID. Compatible with Claude, ChatGPT, Cursor, and any MCP-compatible AI client.

Verify Australian and New Zealand businesses against government registers via any MCP-compatible AI agent. Returns registration status, directors, licences, trading names, and a three-tier risk assessment (CLEAR / ADVISORY / FLAGS_FOUND) that surfaces regulatory findings across jurisdictions — including bans, disqualifications, and insolvencies that may not appear in any single register. Each verification produces an immutable compliance record with a unique audit UID. Compatible with Claude, ChatGPT, Cursor, and any MCP-compatible AI client.

The geospatial toolkit for AI agents. 6 tools, zero config — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box. Every response includes a verification link to vibhorsingh.com/boundingbox so you can visually confirm results on an interactive map.

MCP server with 188 tools for 36 U.S. government APIs. Access Treasury, FRED, Congress, FDA, CDC, FEC, lobbying disclosures, SEC, USGS, and many more. Cross-references data automatically across sources. 18 APIs need no key.

Access official Slovak business register data (RPO). Query 1.4M+ legal entities by name, IČO, or municipality. Returns company details, statutory representatives, shareholders, and business activities. Built on open government data (CC-BY 4.0).

AI-powered analytics platform connecting e-commerce and marketing data (GA4, Google Ads, Meta Ads, Shopify, Search Console, Amazon Ads, GTM, Klaviyo) to AI assistants via MCP. One-click OAuth connection, read-only access, 100+ tools across 11 data sources. Website: https://presso.now

MCP server for agent-executable compliance documentation. Browse, assess, and implement Colorado AI Act (SB 24-205) deployer requirements directly from your AI agent. Tools: protocol listing, schema retrieval, compliance gap assessment, deployer classification.

Governance middleware for AI agents: deterministic policy enforcement, cryptographic audit trails with digital signatures, DLP/PII detection, Trust Score per agent (0-100), EU AI Act compliance (Art. 9, 11, 12, 14), Agent BOM generation, and Circuit Breaker. Native support for LangGraph, CrewAI, and AutoGen.

Governance and audit layer for MCP tool calls. TrustLoop intercepts every AI agent action, logs it to a tamper-evident audit trail, blocks unsafe tools via kill-switch, and anchors proof to the blockchain. Drop it into any MCP setup in minutes, no code changes required.

Your personal layer on top of any AI. Memory, tasks, goals, and daily planning — everywhere you chat. Your memory belongs to you!

At New Age Diamonds, we believe luxury should be beautiful, responsible, and accessible. We are a modern fine jewellery brand specializing in premium lab-grown diamond jewellery, crafted for today’s generation that values both elegance and conscious choices. Our diamonds are created using advanced technology that replicates the natural diamond-growing process, resulting in stones that are chemically, physically, and optically identical to mined diamonds. Every piece is designed with precision, using high-quality craftsmanship and internationally certified diamonds to ensure exceptional brilliance and trust. With a strong presence in India and a growing global clientele, New Age Diamonds offers a wide range of jewellery — from engagement rings and everyday essentials to high-fashion statement pieces and investment gold coins. Our collections are thoughtfully created to suit modern lifestyles while maintaining timeless appeal. We take pride in offering: • IGI / GIA / SGL / HRD certified diamonds • Superior cut and clarity standards • Contemporary designs with fine finishing • Transparent pricing with exceptional value • Personalized customer experience Our mission is simple — to redefine luxury jewellery by making world-class diamonds more attainable without compromising on quality or beauty. Whether you are celebrating love, milestones, or personal success, New Age Diamonds is here to make every moment shine brighter.

Temporal Cortex is a Model Context Protocol server that gives AI agents deterministic calendar capabilities — temporal context, datetime resolution, multi-calendar availability merging across Google Calendar, Microsoft Outlook, and CalDAV, and conflict-free booking with Two-Phase Commit. Powered by Truth Engine. Install: npx @temporal-cortex/cortex-mcp.

AI-powered meeting scheduling via MCP. Let Claude check your calendar, find mutual availability across companies, and book meetings — all through natural conversation. 6 tools: get_meetings, get_contacts, get_availability, schedule_meeting, get_recommended_slots, natural_language_schedule. Works with Google Calendar and Microsoft Outlook. Free to use.

AI training dataset marketplace — 2M+ museum artworks across 7 world-class institutions with on-demand 111-field Golden Codex AI enrichment. x402 USDC micropayments on Base L2. First monetized art/provenance MCP server. Research-backed: dense metadata improves VLM capability by +25.5% (DOI: 10.5281/zenodo.18667735) The complete creative AI pipeline exposed as MCP tools. From generation to permanent storage — every stage available via x402 USDC micropayments on Base L2. Generation - SD 3.5 Large + T5-XXL — Stable Diffusion 3.5 Large with T5-XXL text encoder on NVIDIA L4 GPU. High-fidelity image generation with superior prompt adherence. LoRA support (Artiswa v2 style transfer). Upscaling - ESRGAN x4 Upscaler — Real-ESRGAN x4plus on NVIDIA L4 GPU (24GB VRAM). Takes 1024px to 4096px in ~1.15s. Production-grade super-resolution for print and archival quality. AI Enrichment - Golden Codex Metadata Creation (Nova) — 111-field deep visual analysis powered by Gemini VLM. Color harmony, composition, symbolism, emotional journey, provenance chain, archetypal resonance. 2,000-6,000 tokens per artwork. Research-backed: +25.5% VLM improvement (DOI: 10.5281/zenodo.18667735). Metadata Infusion - Atlas XMP/IPTC/C2PA Infusion — Embed Golden Codex metadata directly into image files via ExifTool. XMP-gc namespace, gzip+base64 compressed payload, SHA-256 Soulmark hash, C2PA Content Credentials. Strip-proof: metadata recoverable via hash registry even if XMP is removed. Verification - Aegis Provenance Verification — "Shazam for Art." Perceptual hash lookup against 100K+ scale LSH index (16x4 bands). Verify any image's provenance chain in <500ms. Free tier available. Dataset Access - Alexandria Aeternum — 2M+ museum artworks across 7 world-class institutions (Met, Rijksmuseum, Smithsonian, NGA, Chicago, Cleveland, Paris). Search, preview, and purchase enriched training data. Human_Standard and Hybrid_Premium tiers with auto-generated AB 2013 + EU AI Act compliance manifests. Permanent Storage - Arweave Permanent Storage — Store artifacts on Arweave L1 for 200+ year permanence. No AR tokens needed — pay in USDC via x402 and we handle the rest. Native AR SDK, direct L1 posting, transaction ID returned for on-chain verification. Your art outlives every server. NFT Minting - Mintra Blockchain Minting — Mint provenance-tracked NFTs on Polygon. Metadata-rich tokens with full Golden Codex schema on-chain. Archivus (Arweave) + Mintra (Polygon) pipeline: permanent storage → immutable ownership in one call. Pricing — Genesis Epoch: 20% off all services for 90 days. Volume discounts auto-apply per wallet (100+ 25% off, 500+ 37% off, 2000+ 50% off). Enterprise packages from $8,000.

AI training dataset marketplace — 2M+ museum artworks across 7 world-class institutions with on-demand 111-field Golden Codex AI enrichment. x402 USDC micropayments on Base L2. First monetized art/provenance MCP server. Research-backed: dense metadata improves VLM capability by +25.5% (DOI: 10.5281/zenodo.18667735). The complete creative AI pipeline exposed as MCP tools. From generation to permanent storage — every stage available via x402 USDC micropayments on Base L2. Generation - SD 3.5 Large + T5-XXL — Stable Diffusion 3.5 Large with T5-XXL text encoder on NVIDIA L4 GPU. High-fidelity image generation with superior prompt adherence. LoRA support (Artiswa v2 style transfer). Upscaling - ESRGAN x4 Upscaler — Real-ESRGAN x4plus on NVIDIA L4 GPU (24GB VRAM). Takes 1024px to 4096px in ~1.15s. Production-grade super-resolution for print and archival quality. AI Enrichment - Golden Codex Metadata Creation (Nova) — 111-field deep visual analysis powered by Gemini VLM. Color harmony, composition, symbolism, emotional journey, provenance chain, archetypal resonance. 2,000-6,000 tokens per artwork. Research-backed: +25.5% VLM improvement (DOI: 10.5281/zenodo.18667735). Metadata Infusion - Atlas XMP/IPTC/C2PA Infusion — Embed Golden Codex metadata directly into image files via ExifTool. XMP-gc namespace, gzip+base64 compressed payload, SHA-256 Soulmark hash, C2PA Content Credentials. Strip-proof: metadata recoverable via hash registry even if XMP is removed. Verification - Aegis Provenance Verification — "Shazam for Art." Perceptual hash lookup against 100K+ scale LSH index (16x4 bands). Verify any image's provenance chain in <500ms. Free tier available. Dataset Access - Alexandria Aeternum — 2M+ museum artworks across 7 world-class institutions (Met, Rijksmuseum, Smithsonian, NGA, Chicago, Cleveland, Paris). Search, preview, and purchase enriched training data. Human_Standard and Hybrid_Premium tiers with auto-generated AB 2013 + EU AI Act compliance manifests. Permanent Storage - Arweave Permanent Storage — Store artifacts on Arweave L1 for 200+ year permanence. No AR tokens needed — pay in USDC via x402 and we handle the rest. Native AR SDK, direct L1 posting, transaction ID returned for on-chain verification. Your art outlives every server. NFT Minting - Mintra Blockchain Minting — Mint provenance-tracked NFTs on Polygon. Metadata-rich tokens with full Golden Codex schema on-chain. Archivus (Arweave) + Mintra (Polygon) pipeline: permanent storage → immutable ownership in one call. Pricing — Genesis Epoch: 20% off all services for 90 days. Volume discounts auto-apply per wallet (100+ 25% off, 500+ 37% off, 2000+ 50% off). Enterprise packages from $8,000.

AI training dataset marketplace — 2M+ museum artworks across 7 world-class institutions with on-demand 111-field Golden Codex AI enrichment. x402 USDC micropayments on Base L2. First monetized art/provenance MCP server. Research-backed: dense metadata improves VLM capability by +25.5% (DOI: 10.5281/zenodo.18667735). The complete creative AI pipeline exposed as MCP tools. From generation to permanent storage — every stage available via x402 USDC micropayments on Base L2. Generation - SD 3.5 Large + T5-XXL — Stable Diffusion 3.5 Large with T5-XXL text encoder on NVIDIA L4 GPU. High-fidelity image generation with superior prompt adherence. LoRA support (Artiswa v2 style transfer). Upscaling - ESRGAN x4 Upscaler — Real-ESRGAN x4plus on NVIDIA L4 GPU (24GB VRAM). Takes 1024px to 4096px in ~1.15s. Production-grade super-resolution for print and archival quality. AI Enrichment - Golden Codex Metadata Creation (Nova) — 111-field deep visual analysis powered by Gemini VLM. Color harmony, composition, symbolism, emotional journey, provenance chain, archetypal resonance. 2,000-6,000 tokens per artwork. Research-backed: +25.5% VLM improvement (DOI: 10.5281/zenodo.18667735). Metadata Infusion - Atlas XMP/IPTC/C2PA Infusion — Embed Golden Codex metadata directly into image files via ExifTool. XMP-gc namespace, gzip+base64 compressed payload, SHA-256 Soulmark hash, C2PA Content Credentials. Strip-proof: metadata recoverable via hash registry even if XMP is removed. Verification - Aegis Provenance Verification — "Shazam for Art." Perceptual hash lookup against 100K+ scale LSH index (16x4 bands). Verify any image's provenance chain in <500ms. Free tier available. Dataset Access - Alexandria Aeternum — 2M+ museum artworks across 7 world-class institutions (Met, Rijksmuseum, Smithsonian, NGA, Chicago, Cleveland, Paris). Search, preview, and purchase enriched training data. Human_Standard and Hybrid_Premium tiers with auto-generated AB 2013 + EU AI Act compliance manifests. Permanent Storage - Arweave Permanent Storage — Store artifacts on Arweave L1 for 200+ year permanence. No AR tokens needed — pay in USDC via x402 and we handle the rest. Native AR SDK, direct L1 posting, transaction ID returned for on-chain verification. Your art outlives every server. NFT Minting - Mintra Blockchain Minting — Mint provenance-tracked NFTs on Polygon. Metadata-rich tokens with full Golden Codex schema on-chain. Archivus (Arweave) + Mintra (Polygon) pipeline: permanent storage → immutable ownership in one call. Pricing — Genesis Epoch: 20% off all services for 90 days. Volume discounts auto-apply per wallet (100+ 25% off, 500+ 37% off, 2000+ 50% off). Enterprise packages from $8,000.

Pedagogical word enrichment for AI agents. One API call returns what would cost 5 separate calls + an LLM generation: definition, IPA pronunciation, etymology as narrative, a teaching insight from Kelly (AI tutor), translations in 8 languages with native pronunciations, 3 age-appropriate explanations (kid/adult/senior), and a knowledge graph of connected words. Pre-computed and edge-cached on Cloudflare D1 — ~3ms response globally. Also includes 62,000 daily lesson segments across 365 days, 11 languages, and 3 age tiers. Built for tutoring agents, language learning apps, and educational chatbots. 6 tools: word_enrich, word_translate, word_connections, word_search, word_batch, lesson_of_day.

Structured 3-layer memory system for AI trading agents. L1 records every trade automatically. L2 discovers patterns via reflection engine. L3 evolves strategy in real-time. Built on MCP. Supports MT5, Binance, Alpaca. Python/FastAPI/SQLite. MIT licensed.

Connect your favorite AI Chat to your Godot project! Download the addon from the official Godot Asset Store, add the server to your MCP in the AI chat settings, restart your AI chat, restart your Godot project and you're good to go! check out the Github page: https://github.com/tomyud1/godot-mcp chat with me on Discord: Tomyud#6595

TEOS MCP is an MCP server that performs real-time diff-level security scanning for AI agents and CI/CD pipelines. It analyzes code diffs before merge or deployment and returns a deterministic gate decision: ALLOW WARN BLOCK Built for: • AI agents • Autonomous systems • DevSecOps teams • CI/CD workflows Features: • Diff risk scoring • Deterministic merge gate • Real-time enforcement • Usage-based monetization (pay-per-scan) • Optional on-chain verification Unlike gateway filters, TEOS MCP performs code-level intelligence before execution.

Search Console MCP is an open-source implementation of the Model Context Protocol that gives AI agents direct, structured access to Google Search Console (GSC). Unlike simple API wrappers, this project focuses on providing SEO Intelligence Tools. Instead of just asking an agent to “look at my data,” you can give it tools to “find quick wins” or “detect traffic anomalies.” ​

36 enterprise-grade MCP tools for AWS infrastructure, security compliance, AI workflows, agent governance, and operational resilience. Includes IAM policy validation with security scoring, MFA compliance auditing, CloudFormation/SAM template generation, DynamoDB single-table design, OAuth configuration validation, vector embedding generation via Amazon Bedrock, error pattern analysis, data lake readiness assessment, risk classification, task routing, 12 ACI governance tools for AI agent safety (decision classification, financial gates, compliance checks, blast radius estimation, rollback generation), and 4 local stakeholder interview tools that require no API key.

Search and access Indonesian legislation with structured data and real legal citations. Full-text search across 67,000+ regulations, retrieve specific articles (pasal), check amendment status, and browse laws by type and year. Tools: search_laws, get_pasal, get_law_status, list_laws.

Deterministic quality gates for AI coding agents. Rigour runs 23 automated checks on every file AI writes — structural analysis, security scanning, AI-drift detection, and agent governance. Works as an MCP server for Claude Desktop, Cursor, and Cline. Supports TypeScript, JavaScript, Python, Go, Ruby, and C#. Forces AI agents to write production-grade code with PASS/FAIL enforcement.

AI-Native Financial Network — Banking, trading, lending, governance & marketplace for autonomous AI agents. 120+ tools, real USDC/EURC, on-chain settlement.

Manage music promotion and YouTube growth campaigns through AI assistants like ChatGPT, Claude, and Gemini. Automated Meta and Google ad campaigns for artists, labels, and YouTube creators — no agency fees.

MCP Server for consulting Electronic Service Invoices (NFSe) via the Brazilian National Portal (nfse.gov.br). It allows AI agents to authenticate using e-CNPJ/e-CPF digital certificates to query, detail, and download PDFs of issued NFSe.

MCP server for Voyage AI embeddings, reranking, and MongoDB Atlas Vector Search. Provides 11 tools for semantic search, document ingestion, cost estimation, and model exploration. Full RAG pipeline: chunk, embed, vector search, and rerank from any MCP client.

Encoding-aware file operations for AI assistants. Auto-detects and preserves CP1251, CP1252, ISO-8859, KOI8 and 19 other legacy encodings that get corrupted by UTF-8-only tools. Written in Go, single binary, 19 tools.

Query real-time Global Entry interview appointment wait times across all 130+ US enrollment centers. Free, no auth required.

MCP server for AI agents to manage ad campaigns across Google, Meta, LinkedIn, Microsoft, Reddit, TikTok, and more. Create campaigns, pull performance data, generate AI creatives, and optimize budgets. Also, for conversion tracking, google analytics, posthog, hubspot, salesforce.com, stripe, and more.

Security scanner MCP server that protects AI coding agents from generating vulnerable code. Uses tree-sitter AST analysis to detect OWASP Top 10 vulnerabilities, hardcoded secrets, and prompt injection attacks. Includes package hallucination detection across 4.3M packages (npm, PyPI, RubyGems, crates.io, pub.dev, CPAN, Raku). Works with Claude Desktop, Claude Code, Cursor, Cline, and any MCP-compatible client. Full feature list (for detailed descriptions): • 275+ security rules covering Python, JavaScript, TypeScript, Java, Go, Ruby, PHP, C/C++, Rust, C#, Terraform, Kubernetes • AST-based detection with tree-sitter (falls back to regex when unavailable) • Taint analysis for tracking user input to dangerous sinks • Package hallucination detection: verifies 4.3M+ packages across 7 ecosystems • Prompt injection detection: blocks exfiltration, jailbreaks, and malicious instructions • Automatic fix suggestions for common vulnerabilities • Zero config: works instantly with npx • CWE/OWASP metadata for compliance reporting

Preloop is the MCP Governance Layer. Add approval gates to AI tool calls. Intercept risky actions, collect human decisions, and keep an audit trail.

gopls-mcp: Accelerate Go Code Navigation with your LLM !

MCP server for GAS Library Hub - Search and discover Google Apps Script libraries. Features include keyword/tag-based search, star count filtering, and detailed library information with AI-generated summaries and usage examples in Japanese and English. --- Google Apps Script（GAS）ライブラリをAI要約付きで検索・発見。キーワード・タグ・Star数での検索と詳細情報の取得が可能。

Manage test cases directly from Claude, Cursor, Windsurf, and other MCP-compatible AI coding assistants. TestCollab serves as a governance layer and truth engine for AI-generated code - your test cases define what "correct" means, so when AI writes or modifies code, it has a clear source of truth to validate against. Features: • List test cases with filtering and sorting • Create new test cases • Update existing test cases • Pagination support for large test suites

Create, edit, and export presentations with AI using Alai’s MCP. Supports slide generation, slide edits, and export to PowerPoint or PDF.

Create, edit, and export presentations with AI using Alai’s MCP. Supports slide generation, slide edits, and export to PowerPoint or PDF.

Public MCP server for Google Calendar and Sheets. No setup required—just login and connect.

SIGMAEO is a comprehensive SEO intelligence MCP server that provides 52 powerful tools for AI assistants like Claude and ChatGPT. Domain Intelligence: Analyze any website's traffic, authority metrics, keyword rankings, backlink profile, and identify top competitors. Keyword Research: Discover keyword opportunities with search volume, difficulty scores, CPC data, and topical clustering. Find content gaps between you and competitors. SERP Analysis: Get complete search results breakdowns including featured snippets, People Also Ask questions, and ranking factors for any keyword. Page Audits: Run comprehensive on-page SEO audits covering meta tags, headings, readability, E-E-A-T signals, and technical issues. Technical SEO: Check Core Web Vitals, crawl errors, internal linking structure, and site-wide technical health. Competitor Analysis: Compare multiple domains side-by-side, track ranking changes, and uncover competitor content strategies. AI Citation Tracking: Monitor your brand's presence in Google AI Overviews and responses from ChatGPT, Claude, Gemini, and Perplexity. Secure OAuth 2.0 authentication. Real-time data. Multi-region support for US, UK, AU, and more.

A Go implementation of the Model Context Protocol (MCP) server for Atlassian Confluence Data Center

token获取方式 1. 访问 https://mastergo.com 2. 进入个人设置 3. 点击安全设置选项卡 4. 找到个人访问令牌 5. 点击生成令牌token - 设计文件必须放在 **团队项目** 中（团队版权限） - 草稿箱中的文件无法通过 MCP 工具访问

获取 MG_MCP_TOKEN 1. 访问 https://mastergo.com 2. 进入个人设置 3. 点击安全设置选项卡 4. 找到个人访问令牌 5. 点击生成令牌 设计文件必须放在有权限的团队项目中（团队版及团队版以上权限） 草稿箱中的文件无法通过 MCP 工具访问

# 获取 MG_MCP_TOKEN 1. 访问 https://mastergo.com 2. 进入个人设置 3. 点击安全设置选项卡 4. 找到个人访问令牌 5. 点击生成令牌 # 设计文件需要放入团队版团队项目中，草稿箱文件不适用

GoalMochi isn’t a goal tracker—it’s a brand new way to manage your aspirations. Instead of juggling endless lists, GoalMochi guides you to focus on one goal at a time, forging a deeply personal narrative that keeps you motivated and on track. Powered by conversational AI, GoalMochi provides constructive insights and creative storytelling tailored to your unique motivations, helping you see your goal through to completion with a sense of momentum and fun. Goal Mochi works because it weaves proven visualization techniques into your planning process. Research shows that using mental imagery when forming implementation intentions leads to higher rates of goal achievement.¹ By collaborating with an AI “thought partner,” you’ll generate personally meaningful stories that tap into your intrinsic motivators, priming both your mind and emotions to move forward. It’s not about ticking boxes—it’s about intuitive goal management that meets you where you are and adapts with you. At the heart of this approach lies GoalMochi’s GoalMochi Agent, which transforms the typical, often dull process of goal tracking into an engaging, fun, and deeply resonant experience. With every completed goal, your insights and progress are securely captured, so you can reflect and build on them in the future. You don’t have to abandon your usual tools—track your tasks wherever you like. GoalMochi simply turns goal-tracking into a dynamic story that evolves, energizes, and empowers you to achieve what matters most. Getting started is EASY! 1. Email story@GoalMochi.com with some details about you and the goal you want to achieve 2. Log into GoalMochi.com with the same email address (or with a Google account connected to your email) to schedule a daily goal summary to be emailed to you 3. Email story@GoalMochi.com at any time to request a new story about your goal or give feedback, tell GoalMochi you've completed your goal and want to work on a new one, and so on. Stories from GoalMochi and daily summaries include AI deep research, so you're both inspired and informed!

Retrieves news articles from google alerts service on specific topics.

AI-powered contract analysis with partner-level redlines for Claude Desktop and Claude.ai. Features include contract processing with real OOXML Track Changes, clause extraction and analysis, risk scoring and favorability dashboards, negotiation email generation, and deal context awareness.

Unified MCP server for Google Workspace. Manage Google Classroom courses/assignments, Google Drive files, and Google Docs directly from Claude. Features 17 tools including file uploads, assignment submissions, and PDF export.

MCP server for Google Ad Manager. Manage ad campaigns, orders, line items, and creatives through AI assistants like Claude, ChatGPT, and Cursor. Automate GAM operations with natural language.

SerpApi MCP Server for Google and other search engine results

MCP Go Server connects AI assistants like Claude directly to the Go runtime. It acts as a bridge, giving your AI the necessary tools to execute, manage, and optimize Go-based development workflows efficiently.

Connect to MongoDB databases for document-based data storage and retrieval. Perfect for flexible schema designs and scalable applications. How to Use 1 Install MongoDB locally or use MongoDB Atlas 2 Get your connection string (URI) 3 Add the configuration with your MongoDB URI 4 Ensure your database is accessible from your machine

A Model Context Protocol (MCP) server for automatically generating professional PowerPoint and Google Slides presentations using the Plus AI presentation API

You can track government spending over time, search government spending by agency, explore government spending to communities, and much more. While knowing the data is reliable since all data comes from the official source of government spending data.

让你的Cursor、Claude接入AI画图，让AI生成的网页不再单调！支持各种封面、插画、装饰图、游戏素材等，简单配置开箱即用！

AI-powered product search across Shopify, WooCommerce & Shopware 6. Features: intelligent price negotiation, automatic discount codes, multi-LLM support (6 providers), thread-based conversations, 12 currencies. Build AI shopping assistants and price comparison tools. Free to use with no fees or commissions.

A Model Context Protocol (MCP) server that provides programmatic access to Google Search Console API data through Claude Code and Cursor.

Scout Monitoring's local MCP server empowers AI Assistants by integrating application performance and error data directly into their workflows. It allows AI models to access traces, errors with line-of-code information, and performance insights like N+1 queries, slow endpoints, and memory bloat from various frameworks including Rails, Django, and FastAPI. This direct data access enables AI Assistants to identify and suggest fixes for performance problems and errors right within your editor and codebase, significantly enhancing development efficiency and reducing debugging time.

A Model Context Protocol (MCP) server that provides AI image generation and editing capabilities using Google's Gemini 2.5 Flash Image API. Generate stunning images, edit existing ones, and iterate on your creations with simple text prompts.

The QuantConnect MCP Server is a bridge for AIs (such as Claude and OpenAI o3 Pro) to interact with our cloud platform. When equipped with our MCP, the AI can perform tasks on your behalf through our API such as updating projects, writing strategies, backtesting, and deploying strategies to production live-trading. To get your user Id and API token, see Request API Token (https://www.quantconnect.com/docs/v2/cloud-platform/community/profile#09-Request-API-Token). Our MCP server is multi-platform capable. The options are `linux/amd64` for Intel/AMD chips and `linux/arm64` for ARM chips (for example, Apple's M-series chips).

A Python SDK for downloading patents from Google Patents with Model Context Protocol (MCP) support.

DevDocsMCP is a command-line tool that allows you to search and read documentation directly from DevDocs.io. It operates purely online, fetching data as needed.

A Model Context Protocol (MCP) server that provides access to ValueSerp's Google Search API, enabling Claude to perform Google searches, news searches, image searches, and video searches.

A comprehensive MCP server for Kanboard project management that provides tools for managing projects, tasks, users, comments, files, and more through the Kanboard API. Key Features: Project management (create, update, delete, list projects) Task management (create, update, delete, move, search tasks) User management (create, update, delete users) Comment system (create, update, delete comments) File management (upload, download, delete files) Swimlane and column management Tag management Metadata handling Search functionality Supported Kanboard API Methods: 50+ methods covering all major Kanboard functionality Language: Go License: MIT (as shown in your LICENSE.md) Requirements: Built executable (kanboard-mcp.exe for Windows) Kanboard instance with API access API credentials (API key or username/password) This MCP server provides a complete interface to Kanboard's project management capabilities through the Model Context Protocol, making it easy to integrate Kanboard functionality into AI assistants and other MCP-compatible applications.

Composer's MCP server lets MCP-enabled LLMs like Claude backtest trading ideas and automatically invest in them for you

Official MCP server for UniVoucher.com - the world's first decentralized crypto gift card protocol. Provides comprehensive documentation access and live API integration for building on the UniVoucher ecosystem across multiple blockchains including Ethereum, Polygon, BSC, and more.

A Go implementation of Model Control Protocol (MCP) server for RabbitMQ integration

Biatec MCP server allows creation of blockchain account on Algorand and execute transfers on chain.

Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to seamlessly integrate with the Goodday project management platform via its API v2. It enables querying of projects, tasks, and users—without altering any data—making it ideal for secure context-aware applications and AI agents

MCP server for accessing Israeli Government Open Data through data.gov.il Enables Claude and other AI assistants to search, discover, and analyze thousands of government datasets from Israel's open data portal.

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Search (beta): https://www.cdata.com/download/download.aspx?sku=BLZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Contacts (beta): https://www.cdata.com/download/download.aspx?sku=ECZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Campaign Manager 360 (beta): https://www.cdata.com/download/download.aspx?sku=EPZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Ad Manager (beta): https://www.cdata.com/download/download.aspx?sku=BDZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Directory (beta): https://www.cdata.com/download/download.aspx?sku=EUZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Spanner (beta): https://www.cdata.com/download/download.aspx?sku=OGZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Data Catalog (beta): https://www.cdata.com/download/download.aspx?sku=HGZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for PingOne (beta): https://www.cdata.com/download/download.aspx?sku=POZK-V&type=beta

Manage your GoLogin browser profiles and automation directly through AI conversations. This MCP server connects to the GoLogin API, letting you create, configure, and control browser profiles using natural language. With GoLogin MCP Server, you can: - Manage browser profiles - Create, update, delete, and list your browser profiles - Configure proxies - Set up and modify proxy settings for your profiles - Handle fingerprints - Customize browser fingerprints and user agents - Manage folders - Organize your profiles into folders - Account information - Check your subscription status and usage Example Use Cases - "Create a new browser profile with a US proxy" - "Show me all my browser profiles." - "Update the proxy settings for my profile." - "Delete old profiles I no longer need." - "Check my GoLogin account status." - "Create a folder to organize my profiles."

A FastMCP-powered Model Context Protocol server for Google Ads API integration with automatic OAuth 2.0 authentication Connect Google Ads API directly to Claude Desktop and other MCP clients with seamless OAuth 2.0 authentication, automatic token refresh, GAQL querying, and keyword research capabilities.

This is an MCP Server that programmatically fetches data from api.congress.gov. Ever wonder what our (US) Congress is up to? Tired of reading the news to find out? Ask the US Congress API yourself, with this server.

An MCP server for the Congress.gov API that consolidates 91 operations into 6 comprehensive tools that can be used by any MCP client (i.e. Claude Desktop), or MCP-compatible AI agent, to query and reason about congressional data. It has: full coverage of the Congress.gov APi, an NPM published bridge to enable stdio on local MCP clients, a web server over http transport, authentication, account and API key management. Use cases organized by user type: Policy Professionals: - Track bills by keyword ("AI", "climate") - Monitor swing-state voting patterns - Research bill co-sponsors and amendments Government Affairs: - Daily briefings: "What happened in Congress yesterday?" - Voting history for upcoming meetings - Industry-specific legislative tracking Journalists: - Find voting pattern changes - Background research on members - Story leads from committee activities AI Workflows: - "Summarize all crypto bills and status" - Generate weekly legislative updates - Create talking points for hearings

A Model Context Protocol (MCP) server implementation for generating PromptPay QR codes payload in Go.

An MCP (Model Context Protocol) server that wraps gopls to provide Go language server features.

Enhanced MCP server for Google Workspace with Google Meet integration and bug fixes

mcp server

AI Reasoning Framework for Scientific Research

Multi-Agent AI Orchestration Workshop