Popular MCP Servers

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  jungle-grid-mcp-serverofficial

  Jungle-Grid

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  Jungle Grid MCP Server lets AI agents submit, estimate, monitor, and retrieve logs for GPU workloads through Jungle Grid. It enables agentic execution for inference, training, fine-tuning, and batch jobs without manually choosing GPU providers or infrastructure.

  Last updated 2026-05-20

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  WebDriverIO MCP Serverofficial

  webdriverio

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  Enables Claude Desktop to automate web browsers and mobile applications (iOS/Android) using WebDriverIO. Supports browser automation, mobile app testing, touch gestures, app lifecycle management, and hybrid app context switching through natural language.

  Last updated 2026-05-26

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  MIT
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  PDF Export for AI Agentsofficial

  pdfcrowd

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  Well-designed PDFs from a single prompt. Describe what you need, get a professional document.

  Last updated 2026-02-20

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  Vitrine MCP Serverofficial

  vitrine3d

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  MCP server for Vitrine, the 3D product viewer platform. Enables AI agents to upload GLB models, configure scenes, publish embeds, and manage Looks.

  Last updated 2026-05-10

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  ThinAir Geoofficial

  ThinAirTelematics

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  Location & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.

  Last updated 2026-05-05

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  AletaIndex Narrativeofficial

  AletaIndex

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  Real-time financial narrative tracking for AI agents — clustering news into structured narratives, measuring sentiment momentum, and mapping portfolio risk across 109 US equities.

  Last updated 2026-05-27

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  longbridgeofficial

  longbridge

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  US/HK markets — 110 tools: real-time quotes, options, orders, fundamentals, alerts, DCA & portfolio

  Last updated 2026-05-26

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  7

  MIT
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  decisionnode/DecisionNodeofficial

  decisionnode

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  Record development decisions as structured JSON, embed them as vectors via Gemini, and search semantically over MCP. Works with Claude Code, Cursor, Windsurf, and any MCP client.

  Last updated 2026-04-15

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  MIT
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  WhisperGraphofficial

  whisper-sec

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  Self-hostable MCP server for WhisperGraph — a graph of 7.39B nodes / 39B edges mapping DNS, BGP, GeoIP, WHOIS, and threat intelligence. Six read-only tools (Cypher query + schema introspection + threat assessment), six resources, eight investigation prompts. stdio and Streamable HTTP transports.

  Last updated 2026-05-17

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  Apache 2.0
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  mcp-metricoolofficial

  metricool

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  mcp-metricool

  Last updated 2025-10-07

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  Apache 2.0
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  RemixIcon MCPofficial

  Remix-Design

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  An MCP server that enables users to search the Remix Icon catalog by mapping keywords to icon metadata using a high-performance local index. It returns the top five most relevant icon matches with categories and tags to streamline icon selection for design and development tasks.

  Last updated 2026-03-10

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  ThinAir Dataofficial

  ThinAirTelematics

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  Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for query, schema, optimization, and more.

  Last updated 2026-05-05

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  MIT
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  iletiMerkezi MCP Serverofficial

  iletimerkezi

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  Enables sending SMS, querying delivery reports, and managing senders and blacklists through the iletiMerkezi SMS API.

  Last updated 2026-05-11

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  Lusha MCP Serverofficial

  lusha-oss

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  Enables AI agents to perform comprehensive person and company lookups by integrating directly with the Lusha API for business contact enrichment. It provides tools for bulk contact identification via LinkedIn URLs, emails, or names, alongside detailed company information retrieval.

  Last updated 2026-03-04

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  Apache 2.0
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  aegis-dqofficial

  aegis-dq

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  maintenance

  Agentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.

  Last updated 2026-05-14

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  Apache 2.0
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  honeylabs-mcpofficial

  honeylabshq

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  Honeypot threat intelligence for AI agents. Query 90 days of probe data from our sensor network: IP reputation, scanner classification, CVE probing trends, TLS/SSH/JA4 fingerprints. Free tier 500 credits/day, OAuth + bearer auth, streamable HTTP at https://mcp.honeylabs.net/mcp.

  Last updated 2026-05-27

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  7

  MIT
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  Connectry Architect Certofficial

  Connectry-io

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  Free certification prep for the Claude Certified Architect exam. 390 scenario-based questions, guided capstone build, 30 concept handouts, 6 reference projects, practice exams, interactive UI with clickable answer cards, progress dashboard, spaced repetition, and deterministic grading. Everything runs locally — no cloud, no accounts, no telemetry.

  Last updated 2026-03-19

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  MIT
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  whodb-cliofficial

  clidey

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  WhoDB CLI - a powerful database management tool with interactive TUI, programmatic commands, and MCP server for AI assistants.

  Last updated 2026-05-27

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  Apache 2.0
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  talonic-mcpofficial

  talonicdev

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  Official Talonic MCP server. Lets AI agents extract structured, schema-validated data from any document, including PDFs, scans, images, spreadsheets, and forms, directly inside the chat.

  Last updated 2026-05-26

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  MailboxValidator Emailofficial

  MailboxValidator

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  Email validation MCP server using MailboxValidator API to determine validity of an email address.

  Last updated 2026-04-13

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  MIT