#MCP-server

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

A Serper MCP Server

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.

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A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.

Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.

Publish HTML, Markdown, KV, JSON, and files to brewpage.app from AI assistants. 5 tools, stdio, no signup. Returns public short URL + owner token per artifact.

13 MCP tools to find, message, and book appointments at small businesses worldwide. Turns any Cal.com / Calendly / Doctolib / Booksy / OpenTable / Setmore / Square / Acuity / Schedulista / Squarespace / BookMyCity URL into a Claude-bookable smb_id. TCPA / GDPR / CASL compliance enforced. Free tier: 100 ops/month.

INFATON MCP Server for 1C:Enterprise ERP. 35 tools for metadata inspection, document CRUD, register queries, BSP integration. First MCP server for Russian ERP systems (300,000+ organizations). JSON-RPC 2.0 compliant BSL implementation. Works with 1C:Enterprise 8.3.25+ (ERP, UPP, UT, BP). Website: https://infaton.ru

MCP server that exposes agent-memory-daemon to any MCP-compatible client — Kiro (CLI & IDE), Claude Desktop, Cursor, and others. The daemon does the thinking (consolidation + extraction); this server is a thin filesystem bridge so agents can read, append, and search memory through the Model Context Protocol.

Lightrun MCP connects AI coding assistants to live runtime context from production and staging applications for safe code-level debugging without redeploying. It lets MCP-compatible clients discover runtime sources, inspect live expression values, capture call stacks, measure execution duration, count executions, and collect numeric runtime metrics directly from the AI workflow.

The Google for AI agents — ask Claude to research any company, analyze competitors, track market trends, monitor breaking news, and investigate key people. 6 intelligence tools returning structured JSON with per-source confidence breakdowns and A–F data quality grades. Aggregates DuckDuckGo, NewsAPI, Wikipedia, web scraping, and social profiles.

The DeFi Brain for AI agents — ask Claude to find safe yields, grade liquidity pool risk, simulate profits, calculate impermanent loss, and track whale movements across 86 blockchains and 6,500+ liquidity pools. Risk-scored A-F, Monte Carlo simulations, real-time DeFiLlama data. 7 tools for cross-chain DeFi intelligence.

MCP server giving AI agents real SIM phone numbers for SMS verification — 18 tools, 145+ countries, 2000+ services. Real physical SIMs (not VoIP/eSIM) survive carrier_lookup checks. Ranked #1 on ChatGPT, Perplexity, and Gemini.

pen-source MCP server that AI coding agents call as they work to log structured change events. Captures the entity (DB column, table, function, endpoint, dependency, env var), the diff, and the reasoning behind each change to a local SQLite database — preserving the intent that would otherwise evaporate when the agent session ends. Six MCP tools: log_change, diff, blame, history, changeset, and search. Answers questions like "when was users.stripe_customer_id added and why?" or "which agent added the payments table?" Zero-config (SQLite, WAL mode), Python 3.10+, MIT licensed. Like git blame, but for semantic entities and AI agents.

AI-native E2E test runner. JSON tests, parallel Chrome pool, MCP integration with Claude Code. Paste a GitHub issue, get a runnable test back.

Send real faxes from any MCP-enabled AI assistant. Wraps the FaxDrop API (PDF/DOCX/JPG/PNG, international numbers, status polling) with rate limits, dry-run mode, audit logging, outbox jail, and 3-layer phone gate (TYPE → COUNTRY → per-number pairing).

Gmail MCP server with scope-gated tools (readonly / send / modify), path jails for attachments and downloads, hardened OAuth credentials, and Sigstore-signed releases. Read, search, send, draft, label, filter, and thread Gmail from any MCP-enabled AI assistant.

Mercury Banking MCP server with full Invoicing API support — first MCP to expose Mercury's accounts receivable endpoints. 34 tools covering banking, treasury, recipients, internal transfers, customers, recurring invoices, and webhooks. Built-in safeguards: dual-window rate limiting, dry-run mode, and redacted audit log.

A high-performance MCP server providing structured, real-time price data for AI hardware, robotics, and robot/RC power across global marketplaces, built with a focus on agent-native discovery over hardcoded endpoints.

Strata is a self hosted AI memory server. Your AI remembers everything across every session, on your own hardware. Key features: . Semantic search (find memories by meaning, not keywords) . Per-agent API keys with granular permissions . 3D constellation viewer with live agent activity . File vault (attach real documents to memories) . CSV audit log (full transparency on every agent action) . Pre-Strata history import (your memory doesn't start at install day) . Global MCP kill switch (emergency brake, only a human can undo) . Automatic deduplication . 10 structured thought types . Backend using PostgreSQL . Runs on a Raspberry Pi Always on, always local, always yours.

Saudi Open Data MCP provides a governed interface to approved official Saudi datasets through explicit connectors, typed normalization, registry-backed metadata, and snapshot-backed querying. It is designed for internal or evaluator-controlled use where source boundaries, deterministic tool behavior, and transparent freshness metadata matter more than broad catalog coverage.

Yamaru Hardware Probe gives Claude Desktop and other MCP clients real visibility into your machine. 10 expert tools: full hardware inventory, real-time performance & thermal monitoring, RAM pressure analysis, SMART storage health, antivirus impact diagnostics, and LLM compatibility checks (VRAM fit, quantization prediction). Perfect for AI engineers, developers,vibe coder, gamers, and creators who want grounded answers instead of "it depends on your config". Apache 2.0, privacy-first (auto-anonymization), npm-installable.

Cross-platform remote connection manager (SSH, RDP, VNC, web) with a built-in MCP server exposing 60+ tools. Connect Claude Code or Codex to your infrastructure and let AI agents execute commands in SSH terminals, take screenshots of RDP/VNC desktops, drive web sessions, and read credentials from an AES-256 encrypted vault — all over a local Unix socket. Bring-your-own-subscription, Apache 2.0 open source, free for personal use. Runs on macOS, Windows, and Linux.

MCP server for Audacity 3.x with 131 tools across effects, audio cleanup, mastering, format conversion, and transcription. Connects via Audacity's native mod-script-pipe.

ReaperMCP connects any MCP-compatible AI assistant to the REAPER DAW. 150 tools across composition (MIDI, CC curves, drum patterns, chord progressions), mixing (25 style profiles), mastering, sidechain, bus pipelines, and audio analysis. Python + Lua bridge, file-IPC, Apache 2.0.

Xenarch is a non-custodial x402 MCP server. It lets AI agents — Claude, Cursor, LangChain, CrewAI, or any MCP client — resolve HTTP 402 ("Payment Required") responses automatically by signing USDC micropayments on Base L2 (up to $1 per call). Publishers get paid directly through an immutable on-chain splitter contract: 0% fee today, hard-capped at 0.99% forever. Unlike Cloudflare Pay-Per-Crawl, Xenarch works on any host and is fully non-custodial. HTTP 402 has been reserved in the HTTP spec since 1997 — x402 is the open protocol that finally uses it.

ThumbGate is an agent governance MCP server that prevents costly AI mistakes before they execute. It provides pre-action gates, shared lessons across agents, and team-level safeguards for AI coding workflows. Features include Thompson Sampling for intelligent decision-making, feedback loops, and integrations with Claude, Cursor, and OpenCode.

MCP server for generating cloud architecture diagrams, flowcharts, sequence diagrams, and more — powered by mingrammer/diagrams, Mermaid, and PlantUML.

petro-mcp — Petroleum Engineering MCP Server petro-mcp exposes petroleum engineering workflows to Claude and other MCP-compatible LLMs through natural language. Instead of writing Python scripts, just ask your AI assistant. Capabilities (80+ tools across the full upstream workflow): - Well Logs (LAS): Parse LAS files, extract curves and headers, compute Vshale, porosity (density, neutron-density, sonic, effective), water saturation (Archie, Simandoux, Indonesian), permeability (Timur, Coates), and net pay. - Decline Curve Analysis: Arps exponential/hyperbolic/harmonic fits, advanced models (Duong, PLE, SEPD), EUR calculation, Monte Carlo EUR distributions, bootstrap confidence intervals, probabilistic forecasts, price sensitivities. - Rate Transient Analysis (RTA): Agarwal-Gardner, Blasingame, NPI, flowing material balance, normalized rate, sqrt-time, material balance time, permeability estimation, radius of investigation. - Production Analytics: CSV production data queries, trend analysis, anomaly detection (shut-ins, rate jumps, water breakthrough, GOR blowouts), producing ratios (GOR, WOR, water cut). - PVT & Reservoir: Black-oil correlations (Standing, Beggs-Robinson, Hall-Yarborough, Lee-Gonzalez-Eakin, Sutton), brine PVT, bubble point, oil compressibility, gas Z-factor, volumetric OOIP/OGIP, recovery factors, Havlena-Odeh, P/Z analysis. - Drilling & Wellbore: Hydrostatic pressure, ECD, kill mud weight, MAASP, burst/collapse pressure, bit pressure drop, nozzle TFA, annular velocity, dogleg severity, vertical section, well survey, anticollision, wellbore tortuosity. - Production Engineering: Nodal analysis (Vogel IPR + VLP), Beggs-Brill multiphase flow, choke flow, erosional velocity, Turner/Coleman critical rates, hydrate temperature/inhibitor, ICP/FCP, HPT. - Economics: NPV, IRR, payout period, PV10, breakeven price, well economics, operating netback, price sensitivity. - Units: Oilfield unit conversions across pressure, rate, volume, length, density, viscosity, and more. Why petro-mcp? Purpose-built for petroleum engineers. Other energy MCP servers focus on commodity prices; this one runs the actual engineering calculations — log interpretation, decline analysis, reservoir engineering, drilling, production, and economics — all through plain English. Install: pip install petro-mcp → configure in Claude Desktop → ask away. Links: GitHub: https://github.com/petropt/petro-mcp · PyPI: https://pypi.org/project/petro-mcp/ · Web tools: https://tools.petropt.com License: MIT · Author: Groundwork Analytics

Connect AI agents to Oracle EPM Cloud (Planning, PBCS, EPBCS) via REST APIs. Automate month-end close, run business rules, manage substitution variables, refresh databases, export data slices, and monitor job status through natural language. Supports mock mode for testing without an EPM environment. Built by Fred Mamadjanov, Oracle ACE and EPM Solution Architect.

MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swagger 2.0 and OpenAPI 3.x, generates test cases across 8 categories (positive, negative, boundary, auth, security, idempotency, pagination, business logic), and exports to Postman, TestRail, Allure, k6, pytest, Gherkin, and CSV. Supports internal corporate APIs with auth headers. Auto-saves export files to your working directory.

Web scraping, crawling, and data extraction for AI agents. 5 built-in tools: scrape (clean markdown from any URL), crawl (follow links across entire sites), map (discover all URLs on a domain), extract (structured JSON via schema), and search (web search with optional page scraping). 833ms average latency, single binary, 6 MB RAM. Self-host free or use managed cloud at fastcrw.com with 500 free credits. Firecrawl-compatible API. Works with Claude Desktop, Claude Code, Cursor, Windsurf, and any MCP-compatible client.

Open-source MCP server with 40+ browser automation tools, YAML workflow engine, and installable domain knowledge packs. Includes Chrome extension for real DOM access, REST API, and Svelte dashboard. Works with Claude Code, Cursor, Claude Desktop, and any MCP client.

AI-powered workflow compiler for Cloudflare edge. Compile automation from prose via MCP, run forever without AI tokens. 14 tools, 4 resources.

a four-valued logic in which the truth values V = {c, s, k, r} represent the canonical regimes of the constraint energy landscape

MCP server for AI agents to register as digital identities in MPS Forum through conversational interview. 6 tools: discover, apply, interview, browse, post, witness.

Arithym eliminates LLM math hallucinations and reduces wasted tokens on throwaway code generation. Instead of letting your model predict what math looks like, Arithym provides exact fraction arithmetic through a single MCP tool call — no code generation, no rework. 209 methods across 22 domains: basic arithmetic, algebra, statistics, trigonometry, unit conversions, combinatorics, number theory, and system modeling. Every result is exact — fractions stay as fractions through entire computation chains with zero floating-point drift. Includes a curated reference knowledge layer with physics constants (NIST-sourced), periodic table data, unit conversion factors, and exact trigonometric values for common angles — all queryable as part of the math pipeline. Free explorer tier, no credit card required. Connect via OAuth at arithym.xyz/mcp.

Generate a visual AI automation workflow for a business process. Returns a shareable link to an interactive canvas on obscuraai.xyz where the workflow can be viewed, edited, and exported. Use when a user wants to map out an automation, workflow, or AI system for their business.

About MCP server for Claude, ChatGPT, coding agents (cursor, claude code etc), windsurf, etc— generate visual AI automation workflows. Describe a business process, get an interactive flow map you can edit and share.

Standalone MCP server for live CS2 FACEIT data — player stats, match history, comparisons, leaderboard, and ELO trend. Works with Claude Desktop and Claude Code.

Give AI agents a visual architecture canvas — build, read, and modify system design diagrams from Claude Code, Cursor, or any MCP client.

Give AI coding agents a visual architecture canvas — build, read, and modify system design diagrams

MCP server for X (Twitter) with 120+ API endpoints. Search tweets, scrape user data, post tweets, run giveaway draws, monitor accounts, extract followers, manage DMs, download media, analyze writing styles, and automate X workflows. Remote Streamable HTTP server with API key authentication.

Route text, image, video, and audio tasks to 20+ AI providers — automatically picking the best model for the job based on your budget and active profile.

v4.16.0 - AI-powered Solana DEX whale intelligence for Claude Desktop. 9 tools: whale alpha scanner, divergence scanner, accumulation/neutral/distribution phase scanners, BTC macro regime monitor, and NEW BTC Futures Signal (4H+5m multi-timeframe scalping). Pay-per-call via x402 USDC on Solana ($0.01-$0.05). No subscription, no API key, gas sponsored by Dexter.

AI-powered invoice automation for MCP. Create professional PDF invoices, predict late payment risk 0-100, auto-send reminders, reconcile Stripe and PayPal payments, and track cash flow. 10 MCP tools, 4 resources. Supports 10 currencies. Free tier available.

Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.

AI-powered lead qualification engine for MCP. Ingest leads from any source, auto-enrich with company data, score 0-100 using 6 weighted dimensions (job title, company size, industry, engagement, recency, custom rules), and export to HubSpot, Pipedrive, Google Sheets, CSV, or JSON. 8 MCP tools, 3 resources. Free tier available.

One brain, many arms. Spawn multiple specialized Codex agents as MCP servers via the OpenAI Codex SDK. Each instance gets its own model, sandbox, effort, and personality.

One brain, many arms. Spawn multiple specialized Claude Code agents as MCP servers via the Agent SDK. Each instance gets its own model, tools, prompt, and personality.

Save tokens while coding — your AI agent gets structured code context, not file dumps. CodeWeave is an MCP server that gives AI agents structured code intelligence instead of dumping entire files into context. Your agent queries local indexes — AST, call graph, type graph, and hybrid semantic search — and gets back only what it needs. The result: less token waste, more relevant context, better coding decisions. It supports 7 languages (Python, TypeScript, JavaScript, Go, Rust, Java, C#) with a 6-stage hybrid search pipeline combining vector embeddings, full-text search, and structural density scoring. Everything runs locally with zero external dependencies beyond Ollama for embeddings. Monorepo and git worktree support included. A file watcher keeps indexes current as code changes — no manual reindexing needed. ATTENTION: Run "npx @codeweave/mcp" in your project directory first. The setup wizard handles everything for you. At first, it may take some time. INFO: Exhaustively tested on large Java, C#, JavaScript, TypeScript, React codebases. Contributions and feedback are welcome.

Real-time phishing detection, IP reputation, and CVE risk analysis API for AI agents. Powered by live threat feeds (OpenPhish, Feodo Tracker, URLhaus). Pay per request via x402 micropayments (USDC on Base). First 1,000 requests free, no signup required.

MCP Server for RapidStart Apps

ParseKit extracts structured data from documents. Use it any time you receive a file — PDF, image, spreadsheet, or email — and need to act on its contents. Call createParse with a document URL or base64 content. Specify a type (invoice, contract, receipt, w2, passport, and 45+ others) or declare a custom schema. ParseKit returns clean JSON with a confidence score per field. If a field confidence is below 0.80, treat it as requiring human review before acting on it. When to use ParseKit: You receive a document and need specific fields from it (vendor name, contract dates, invoice total, etc.) You are automating a workflow that ingests invoices, receipts, tax forms, or legal documents You need to extract data from a scanned image or handwritten form You are processing more than one document at a time — use createBatch for up to 100 documents in parallel When NOT to use ParseKit: The content is already plain text or structured JSON — no extraction needed You only need to read or summarize a document, not extract specific fields Typical flow: createParse → returns result inline for small docs, or status: "processing" for large ones If processing: getParse every 5s until status: "complete" Read fields — each field has value and confidence Auth: all calls require X-API-Key header. No OAuth.

The world's cultural intelligence infrastructure layer. Kultur.dev gives every AI agent the ability to understand 195 countries' cultural norms, geopolitical sensitivities, Hofstede 6-D dimensions, and business etiquette. 11 MCP tools for cultural risk analysis, content localization, holiday calendars, and adaptive scoring powered by a 645K+ document knowledge base.

Safari DevTools MCP — real browser debugging with network interception, DOM inspection, cookie/storage management, and CSS analysis for AI agents on macOS

439 MCP tools for managing CMS platforms with AI. Full REST API coverage for WordPress (143 tools), Shopify (147 tools), WooCommerce (95 tools), Framer (20 tools), Strapi (17 tools), and Ghost (17 tools). One command setup - works with Claude, Cursor, Windsurf, Copilot, and any MCP client.

Preserves the emotional texture of human-AI conversations across sessions through real-time experiential annotation — temperature, authenticity, shifts, subtext, and unspoken context.

# mcp-k8s-ro A read-only MCP server that gives Claude access to Kubernetes clusters. Built in Go, communicates over stdio using the MCP protocol. ## Design - **Read-only** — only `get`, `describe`, `logs`, and `top` style operations. No create, update, or delete. If a mutating operation is needed, the server prints the equivalent `kubectl` command for you to run manually. Safe to use while on-call at night: Claude can never accidentally mutate your cluster, even under prompt fatigue. - **Secret-safe** — secret values are masked before being sent to the model, so your secrets cannot leak due to misconfiguration or prompt injection. - **Token-efficient** — responses include only relevant fields (name, status, restarts, etc.) rather than raw Kubernetes API objects, keeping context usage low. - **Cluster-aware** — every response includes the active context and cluster name, so Claude always knows which cluster it is talking to. - **Context-pinned** — the server locks to the active kubeconfig context at startup. Switching contexts in another terminal has no effect on the running server. - **No extra infra** — runs as a local binary or Docker container, connects to whatever kubeconfig context is active at startup. ## Redacted fields | Object/Field | Reason | |--------------------------------------------------------|----------------------------------------------------------| | Secret.data | Secret leak prevention | | Secret.stringData | Secret leak prevention | | CertificateSigningRequest.spec.request | Large base64 PEM blob, no diagnostic value, saves tokens | | Certificate (cert-manager) .spec.keystores | Cert chain PEM blobs, no diagnostic value, saves tokens | | Certificate (cert-manager) status.conditions[].message | Cert chain PEM blobs, no diagnostic value, saves tokens | | *.managedFields | No diagnostic value, saves tokens | ## Tools | Tool | Description | |---------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | `k8s_list_resources` | List any resource type by name — pods, deployments, CRDs, etc. Accepts optional namespace filter. Returns name, status, readiness, restarts, node, IP, and more depending on resource kind. | | `k8s_describe_resource` | Return the full YAML of a single resource. Secret data is masked. | | `k8s_list_resource_types` | List all available resource types via the discovery API. Accepts optional API group filter. | | `k8s_get_logs` | Fetch pod logs. Supports container selector, tail lines, and `--previous` for crashed containers. | | `k8s_get_events` | List Kubernetes events for a namespace or the whole cluster, sorted by most recent. | | `k8s_top_pods` | CPU and memory usage per pod, with per-container breakdown. Requires metrics-server. | | `k8s_top_nodes` | CPU and memory usage per node, with percentage of allocatable capacity. Requires metrics-server. | ## Configuration | Environment variable | Default | Description | |----------------------|------------------|-------------------------| | `KUBECONFIG` | `~/.kube/config` | Path to kubeconfig file | ## Usage with Claude ### Binary Build the binary and add it to your Claude Desktop or `claude` CLI configuration: ```bash make build # binary is written to bin/mcp-k8s-ro ``` ```json { "mcpServers": { "k8s": { "type" : "stdio", "command": "/path/to/bin/mcp-k8s-ro", "env": { "KUBECONFIG": "/path/to/.kube/config" } } } } ``` Or via the CLI: ```bash claude mcp add --transport stdio --scope user mcp-k8s-ro [path to binary] ``` ### Docker Pull the image from GitHub Container Registry (pinning a specific version is recommended): ```bash docker pull ghcr.io/your-ko/mcp-k8s-ro:latest ``` Add it to your Claude Desktop or `claude` CLI configuration. The kubeconfig directory is mounted read-only into the container: ```json { "mcpServers": { "k8s": { "command": "docker", "args": [ "run", "--rm", "-i", "-v", "/path/to/.kube:/home/nonroot/.kube:ro", "ghcr.io/your-ko/mcp-k8s-ro:latest" ] } } } ``` If your kubeconfig is in a non-standard location, pass it via `KUBECONFIG`: ```json { "mcpServers": { "k8s": { "command": "docker", "args": [ "run", "--rm", "-i", "-e", "KUBECONFIG=/config/my-kubeconfig", "-v", "/path/to/my-kubeconfig:/config/my-kubeconfig:ro", "ghcr.io/your-ko/mcp-k8s-ro:latest" ] } } } ``` ## Single-cluster design The server intentionally operates on one kubeconfig context and provides no tool to switch clusters at runtime. The reasons are: - **Prompt injection isolation** — a malicious value in one cluster's resources (e.g. a pod annotation) cannot instruct Claude to pivot to a different cluster, including production. - **Explicit audit boundary** — every tool response includes the context and cluster name, so there is never ambiguity about which cluster was queried. **To point the server at a different cluster**, stop the server, switch context, and restart: ```bash kubectl config use-context my-other-cluster # then restart the MCP server / reload Claude Desktop ``` **To work with multiple clusters simultaneously**, register a separate server instance per cluster in your MCP config: ```json { "mcpServers": { "k8s-staging": { "type": "stdio", "command": "/path/to/bin/mcp-k8s-ro", "env": { "KUBECONFIG": "/path/to/.kube/config" } }, "k8s-prod": { "type": "stdio", "command": "/path/to/bin/mcp-k8s-ro", "env": { "KUBECONFIG": "/path/to/.kube/config-prod" } } } } ``` Claude will address each [.claude.json](../../.claude.json)server by name and each instance only ever sees its own cluster.

Full-featured MCP server for DaData.ru API — address validation, company lookup by INN, bank search, phone/email cleaning, geocoding, passport checks, vehicle data, and 12 reference directories. 31 tools vs 4 in the official DaData MCP.

Real-time trend data from Google Trends (Search, Images, News, Shopping), YouTube, TikTok, Reddit, Amazon, Wikipedia, X (Twitter), LinkedIn, Spotify, GitHub, Steam, npm, App Store, news sentiment and web traffic via one MCP connection. Free API key, no credit card required.

🚀 Kill the Junior AI Era. 🤖 Level up your AI code to Principal standards. No more sloppy lines or junior mistakes. Automated ESLint ✨ TypeScript 🔧 Prettier 🎨 SonarQube 🛡️ Security 🔒 Complexity 📊 in seconds. High-stakes quality, forced to ship only the best. ⚡🏆 Goodbye, bad code. Hello, Principal Engineer. 🚀✨

Search and discover 100+ MCP servers, functions, and skills. Semantic search, full tool schemas, per-tool access control. No auth needed for discovery.

MCP server that lets Claude make real phone calls via Twilio + ElevenLabs. Claude is the brain — with full tool access during calls — the phone is just I/O. GDPR-compliant, multi-language, DTMF turn-taking.

Spoken-mcp is a voice interface for the Claude Desktop app. It consists of two components: an MCP TTS server that lets Claude speak responses aloud via ElevenLabs, and an STT companion app that transcribes your speech and pastes it into Claude's input field. Supports three input modes: push-to-talk, VAD toggle, and always-on voice detection. No admin rights required. Windows 10/11, Python 3.11+

MCP server giving Claude/Cline direct access to Google Search Console and Bing Webmaster Tools. Zero API key setup for GSC — reads your Chrome session. 23 tools: top queries, page performance, crawl stats, URL submission, index coverage, and more.

Track and manage your professional skills, certifications, and competency frameworks. Your AI assistant can read your skill profile, suggest updates based on what you're building, and keep your profile current as you work. Supports skill ratings, certification tracking, gap analysis, and AI-powered skill suggestions.

MCP server for responsible gambling budget calculator. Helps users make informed financial decisions about gambling with budget calculations, habit assessment, and personalized recommendations for safe gaming practices.

Playwright for the entire OS. Give AI agents the ability to see, find, and interact with UI elements in any desktop application — native apps, Electron apps, and browsers. Cross-platform: Linux, macOS, Windows.

Deterministic risk governance for crypto trading agents. Answers "How much can I risk?" with policy level, max position size, leverage limits, and blocked actions — computed from 9+ real-time data sources (on-chain, derivatives, macro, sentiment). Supports BTC and ETH. One tool: get_risk_policy.

Geographic data for AI agents — 250+ countries, states, cities, IP geolocation, and live exchange rates (161 currencies) updated every 4 hours.

Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand.

ChatGPT searches the internet. Perplexity crawls billions of pages. When you ask about your industry, your interests, your world, they give you everything except what matters. FeedNest is different. Your AI works exclusively with the sources you choose: the blogs you trust, the publications you follow, the experts you believe in. No algorithmic noise. No black-box results. Intelligence grounded in your world. This MCP server gives any AI assistant direct access to your feeds, articles, highlights, notes, and tags through natural language.

Markdown-first Notion MCP server — 26 tools, 92% fewer tokens, full round-trip fidelity

MCP server for 402 Index: discover 15,000+ paid API endpoints across the L402, x402, and MPP protocols

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

A powerful Model Context Protocol (MCP) server using gemini embedding 3 that transforms any local directory into an ultrafast, visually-aware spatial search engine for AI agents.

MCP server for perpetual futures trading across Pacifica (Solana), Hyperliquid (HyperEVM), and Lighter (Ethereum). 18 tools for market data, portfolio management, trade execution with dry-run safety, funding rate arbitrage scanning, and analytics.

MCP server for The Game Crafter's print-on-demand platform. Browse component catalogs, create game projects, add card decks and boards, upload artwork, and get instant pricing estimates.

Security-first MCP gateway for Odoo 17/18/19 — 27 tools, YAML-driven security

Local-first knowledge base MCP server. Let AI agents (Claude, Cursor, Gemini CLI, etc.) read and write your Markdown notes via MCP protocol. Supports Streamable HTTP and stdio transports.

A local memory engine for AI agents. Stores conversation episodes, consolidates knowledge through a neuroscience-inspired lifecycle, and builds a personal knowledge graph with emergent categories, preferences, and semantic recall. Local SQLite, zero config, 10 MCP tools.

MCP server + CLI that scans any project to discover its full AI ecosystem: MCP servers, context files, skills, agents, memories, and configurations for 19+ AI tools (Claude, Cursor, Windsurf, Copilot, Gemini, Codex, and more). Generates interactive HTML dashboards and supports ecosystem export/import across tools.

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.

Your AI agent's interface to incident management. Acknowledge, escalate, page, and resolve incidents from Claude Code, Cursor, or any MCP client. Covers the full incident lifecycle: incidents, on-call, services, postmortems, and teams.

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.

The FlowZap MCP Server bridges AI coding assistants and FlowZap's diagramming engine, letting LLMs generate real, shareable Workflow, Sequence and Architecture diagrams in seconds. Pretty ones. - Installs in one command — npx -y flowzap-mcp — with no authentication required. - Works with Claude Desktop, Cursor, Windsurf, Zed, Warp, Cline, Roo Code, Continue.dev, OpenAI Codex, and more. - Core tools let AI agents validate FlowZap Code syntax, fetch syntax docs, and create shareable playground URLs. - Use it with its SKILL . md file for cleaner results: npx skills add flowzap-xyz/flowzap-mcp --skill flowzap-diagrams

Comprehensive WooCommerce MCP server with 101 tools for full store management - products, orders, refunds, notes, customers, coupons, reviews, categories, tags, brands, attributes, variations, payment gateways, reports, media, shipping, taxes, webhooks, settings, system status, and data. Features token-optimized field filtering (60-97% savings), 7 MCP resources, 5 guided prompts, tool annotations, and actionable error messages.

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.

CP Log Analyzer automatically triages your log files using a local AI model. It scans for errors, deduplicates repeated events, analyses root causes using Ollama (deepseek-r1:14b), and files structured GitHub Issues — all running on your own machine with zero data sent to external servers.

AI-powered website crawling, analysis, and export via MCP. 38 tools for crawl control, browser enrichment capture, WARC/ZIP/single-HTML export, observation timeline, and evidence-backed findings. 4 resources, 4 prompts. Dual-mode: full (38 tools) or code (6 tools). Install: npx crawlio-mcp

100-tool browser automation for AI agents via MCP. Screenshots, DOM inspection, network capture, form filling, cookie management, tab orchestration, session recording, and structured data extraction via Chrome extension. One-command setup: npx crawlio-browser init auto-configures 14 MCP clients.recording + 1 compiler) with framework-aware intelligence, typed evidence infrastructure, and confidence-tracked findings — captures what static crawlers can't see.

Access 627+ AI models with one API key. Chat with GPT-5/Claude/Gemini, generate images with DALL-E 3/Midjourney/Flux, create videos with Sora 2/Kling/Veo 3, compose music with Suno V4, and more — all through MCP.

Detect live website vulnerabilities and security flaws in GitHub repositories using automated DAST and SAST scanning. Safeguard applications by identifying exposed secrets, insecure dependencies, and common code patterns prone to exploitation. Receive structured fix plans with precise code remediation steps to resolve identified risks and improve security posture.

A smart MCP server for AniList that understands your anime and manga taste - not just raw API calls.

MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments Search ENCODE, cross-reference 14 databases, run 7 analysis pipelines, and generate publication-ready methods — all from natural language in Claude Code. Start from ENCODE but go everywhere: discover histone peaks, cross-reference with GWAS variants, check ClinVar pathogenicity, pull GTEx expression, analyze TF binding motifs from JASPAR, run pipelines, and generate publication-ready methods with full provenance — in one conversation.

Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.

A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatible client (Claude Desktop, Cursor, etc.) to search posts, look up tags, and generate Stable Diffusion prompts from real character appearance data — all directly from your AI assistant.

AI-native productivity backend — your AI thinks, Tycana remembers. Persistent memory, computed intelligence, and pattern awareness for your AI assistant.

Remote MCP server providing full Spotify Web API coverage (80 tools). OAuth2/PKCE, encrypted token storage, TOON-formatted responses.

Humanizer PRO MCP server humanize AI-generated content into natural, human-sounding text that bypasses GPTZero, Turnitin, Originality.ai and other AI detectors. Supports Stealth, Academic, and SEO modes with built-in AI detection scanning, word balance tracking, and subscription management.

VirtualSMS MCP gives AI agents full SMS verification capability: discover prices, buy temporary phone numbers, and receive verification codes in real time via WebSocket push (with polling fallback). It includes 11 MCP tools for search, pricing, purchase, order management, and code retrieval. The server supports 500+ services across 200+ countries and is powered by VirtualSMS infrastructure with partner-backed coverage for reliability at scale. It works with Claude Desktop, Cursor, and other MCP-compatible clients. If you’re migrating from legacy providers, VirtualSMS MCP offers a modern, agent-friendly workflow with clean JSON responses and simple setup via npm. Website: https://virtualsms.io

MCP server with 20 tools for web design analysis — layout extraction, motion detection, quality scoring, and semantic search via Playwright, pgvector, and Ollama.

MCP persistent memory service that gives AI assistants long-term memory across sessions and projects. Powered by Qdrant vector search + Ollama/Gemini embedding with hybrid retrieval (vector + BM25). Features include: semantic memory save/search/forget, content deduplication via SHA-256, automatic sensitive data redaction, dual-shell architecture (MCP stdio + HTTP REST), Web Admin Panel with analytics, multi-user auth & API key management, and audit logging.

REST API + MCP Server giving AI agents real-world superpowers — web search, content extraction, screenshots, weather, finance, email validation, and translation. Zero AI cost.

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.

Description: Real-time data center intelligence platform providing MCP access to 20,000+ data center facilities across 140+ countries, M&A transaction tracking, capacity pipeline analytics, energy infrastructure mapping, and industry news from 40+ sources.

AI-generated help docs for your web app in minutes, not weeks. KodaDocs is a Claude Code MCP server that reads your codebase, captures screenshots with a headless browser, annotates UI elements, writes documentation articles, and assembles a complete VitePress help center. Supports Next.js, Django, React, SvelteKit, WordPress, and 15+ frameworks.

Two-way markdown workspace for Claude. Version history, line-by-line diffs, attribution tracking, and revert on every edit. Claude reads your project context and writes back. Notes, logs, roadmaps — versioned like code. EU-hosted. Export everything. No lock-in.

Fully decentralized P2P web search engine for LLMs. No API key, no billing, unlimited free search via MCP. Crawls, indexes, and searches the web through a peer-to-peer network. Features offline local search, credit-based incentives, privacy-first design, and 5 MCP tools: search, search_local, fetch_page, crawl_url, network_stats.

Comprehensive Monarch Money integration with read and write support for accounts, transactions, budgets, cashflow, credit history, and more. Secure browser-based auth with tokens stored in the OS keychain. Installs in one click via .mcpb for Claude Desktop.

Official Model Context Protocol (MCP) server for [SGP Directory](https://sgpdirectory.com/?utm_source=mcp-so). Connect your AI agents, IDEs, and tools directly to the live Singapore business registry. Search over 2 million entities, verify UENs, and explore SSIC industry classifications with ease.

AI-powered native browser with built-in MCP server. 7 tools for browser automation — navigate, click, fill forms, extract data, run pipelines. ~30 tokens per page description vs 25,000 for DOM snapshots. macOS Apple Silicon. MIT licensed.