
很棒的MCP列表
MCP服务器的简明列表
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Awesome MCP Servers - Concise List
Note that this list is continuously updating and improving. Please star this repo if you find it useful – it's worth bookmarking!
📂 Browser Control
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@recursechat/mcp-server-apple-shortcuts
: Integrates with macOS Shortcuts for automation via MCP.
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@kimtth/mcp-aoai-web-browsing
: Implements minimal web browsing using Azure OpenAI and Playwright.
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@pskill9/web-search
: Provides web search capabilities using Google results without requiring API keys.
-
@co-browser/browser-use-mcp-server
: Packages
browser-use
as an MCP server, with Docker support for Chromium and VNC. -
@blackwhite084/playwright-plus-python-mcp
: Leverages Playwright via Python, optimized for large language models.
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@executeautomation/playwright-mcp-server
: Utilizes Playwright for web automation and data extraction within an MCP framework.
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@automatalabs/mcp-server-playwright
: Controls web browsers via Playwright through MCP commands.
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modelcontextprotocol/server-puppeteer
: Automates web interactions and scraping using Puppeteer (part of the official servers collection).
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@kimtaeyoon83/mcp-server-youtube-transcript
: Extracts subtitles and transcripts from YouTube videos for AI processing.
🎨 Art & Culture
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burningion/video-editing-mcp
: Enables AI-driven video editing, analysis, and search within a video collection.
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r-huijts/rijksmuseum-mcp
: Connects to the Rijksmuseum API for accessing art collections and details.
-
yuna0x0/anilist-mcp
: Provides information on anime and manga through integration with the AniList API.
☁️ Cloud Platforms
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cloudflare/mcp-server-cloudflare
: Integrates with various Cloudflare services like Workers and KV.
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alexei-led/aws-mcp-server
: Enables secure execution of AWS CLI commands and prompt templates within Docker.
-
strowk/mcp-k8s-go
: Manages Kubernetes clusters through MCP interactions (Go implementation).
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@flux159/mcp-server-kubernetes
: Controls Kubernetes pods, deployments, and services (TypeScript implementation).
-
manusa/kubernetes-mcp-server
: Manages Kubernetes and OpenShift with specialized cluster interaction tools (Java implementation).
-
wenhuwang/mcp-k8s-eye
: Provides Kubernetes management features and application health analysis.
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johnneerdael/netskope-mcp
: Accesses Netskope Private Access components and provides setup details.
-
nwiizo/tfmcp
: Allows AI assistants to control Terraform environments for infrastructure management.
🖥️ Command Line
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ferrislucas/iterm-mcp
: Provides iTerm2 terminal access for command execution and output analysis.
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g0t4/mcp-server-commands
: Executes arbitrary commands and scripts via MCP.
-
MladenSU/cli-mcp-server
: Offers a command-line interface with configurable security policies.
-
tumf/mcp-shell-server
: Securely executes shell commands through the Model Context Protocol.
💬 Communication
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zcaceres/gtasks-mcp
: Manages Google Tasks lists and items via MCP.
-
hannesrudolph/imessage-query-fastmcp-mcp-server
: Safely queries and analyzes iMessage conversations, including attachments.
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modelcontextprotocol/server-slack
: Manages Slack channels and messages (part of the official servers collection).
-
keturiosakys/bluesky-context-server
: Connects and allows interaction with Bluesky social network instances.
-
MarkusPfundstein/mcp-gsuite
: Interacts with Gmail and Google Calendar.
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adhikasp/mcp-twikit
: Accesses Twitter search and timeline data.
-
gotoolkits/mcp-wecombot-server
: Sends messages to WeCom group robots. (Note: Link ends with .git)
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AbdelStark/nostr-mcp
: Enables interaction with the Nostr protocol, including posting notes.
-
elie222/inbox-zero-mcp
: Manages Gmail, identifying emails needing replies or follow-ups (part of the Inbox Zero project).
-
carterlasalle/mac_messages_mcp
: Securely accesses, analyzes, sends, and receives iMessages on macOS.
-
sawa-zen/vrchat-mcp
: Interacts with the VRChat API to retrieve user, world, and avatar information.
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arpitbatra123/mcp-googletasks
: Interfaces with the Google Tasks API for task management.
👤 Customer Data Platforms
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sergehuber/inoyu-mcp-unomi-server
: Accesses and updates user profiles on an Apache Unomi CDP server.
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OpenDataMCP/OpenDataMCP
: Connects various Open Data sources to LLMs via MCP.
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@iaptic/mcp-server-iaptic
: Connects to iaptic to retrieve customer purchase and app revenue data.
🗄️ Databases
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aliyun/alibabacloud-tablestore-mcp-server
: Provides access to Tablestore, including document management and semantic search.
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cr7258/elasticsearch-mcp-server
: Enables interaction with Elasticsearch clusters.
-
domdomegg/airtable-mcp-server
: Provides read/write access to Airtable databases, including schema inspection.
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rashidazarang/airtable-mcp
: Directly connects AI tools to Airtable for comprehensive data manipulation.
-
LucasHild/mcp-server-bigquery
: Allows querying and schema inspection of BigQuery databases.
-
c4pt0r/mcp-server-tidb
: Provides access to TiDB databases, including schema inspection and querying.
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ergut/mcp-bigquery-server
: Enables direct access and querying of Google BigQuery.
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ClickHouse/mcp-clickhouse
: Offers schema inspection and querying capabilities for ClickHouse databases.
- get-convex/convex-mcp-server: Introspects Convex tables, functions, and allows one-off queries. (Note: Links to Convex Stack page)
-
@gannonh/firebase-mcp
: Provides access to Firebase services like Auth, Firestore, and Storage.
-
jovezhong/mcp-timeplus
: Manages Apache Kafka topics and queries streaming data via Timeplus SQL.
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@fireproof-storage/mcp-database-server
: Offers a Fireproof ledger database with multi-user synchronization.
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designcomputer/mysql_mcp_server
: Provides secure MySQL database operations with configurable access controls.
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f4ww4z/mcp-mysql-server
: Offers secure MySQL database interaction.
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FreePeak/db-mcp-server
: Provides a high-performance multi-database server (MySQL & PostgreSQL) with tools for query execution, transactions, and schema exploration.
-
modelcontextprotocol/server-postgres
: Enables querying and schema inspection of PostgreSQL databases (part of the official servers collection).
-
modelcontextprotocol/server-sqlite
: Provides SQLite database operations with built-in analysis (part of the official servers collection).
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@joshuarileydev/supabase-mcp-server
: Manages Supabase projects and organizations.
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@alexander-zuev/supabase-mcp-server
: Supports SQL query execution and database exploration within Supabase.
-
ktanaka101/mcp-server-duckdb
: Integrates with DuckDB, offering schema inspection and query features.
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Dataring-engineering/mcp-server-trino
: Connects to Trino Clusters for querying and data access.
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furey/mongodb-lens
: Provides a fully-featured MCP server for MongoDB Databases.
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QuantGeekDev/mongo-mcp
: Enables direct interaction with MongoDB databases.
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kiliczsh/mcp-mongo-server
: Interacts with MongoDB databases.
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tinybirdco/mcp-tinybird
: Integrates with Tinybird, providing query and API capabilities.
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KashiwaByte/vikingdb-mcp-server
: Integrates with VikingDB for vector store and search functionalities.
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neo4j-contrib/mcp-neo4j
: Enables Model Context Protocol interactions with Neo4j databases.
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niledatabase/nile-mcp-server
: Manages and queries Postgres databases, tenants, users, and auth using LLMs via Nile.
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isaacwasserman/mcp-snowflake-server
: Integrates with Snowflake with read/write operations and insight tracking.
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hannesrudolph/sqlite-explorer-fastmcp-mcp-server
: Provides safe, read-only access to SQLite databases with query validation.
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sirmews/mcp-pinecone
: Integrates with Pinecone, offering vector search capabilities.
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runekaagaard/mcp-alchemy
: Provides universal SQLAlchemy-based database integration, supporting multiple database types.
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quarkiverse/quarkus-mcp-jdbc
: Connects to any JDBC-compatible database (part of Quarkus MCP Servers).
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pab1it0/adx-mcp-server
: Allows querying and analyzing of Azure Data Explorer databases.
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pab1it0/prometheus-mcp-server
: Provides querying and analysis of Prometheus monitoring system.
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neondatabase/mcp-server-neon
: Enables creating and managing Postgres databases with Neon Serverless Postgres.
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XGenerationLab/xiyan_mcp_server
: Supports fetching database data via natural language queries, powered by XiyanSQL.
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bytebase/dbhub
: Provides a universal database MCP server with support for mainstream databases.
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GreptimeTeam/greptimedb-mcp-server
: Enables querying of GreptimeDB.
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idoru/influxdb-mcp-server
: Executes queries against InfluxDB OSS API v2.
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xing5/mcp-google-sheets
: Interacts with Google Sheets, providing create, read, update, and manage functionalities.
💻 Developer Tools
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21st-dev/Magic-MCP
: Generates UI components based on 21st.dev design principles.
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Comet-ML/Opik-MCP
: Enables querying of LLM observability data captured by Opik.
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GLips/Figma-Context-MCP
: Gives coding agents direct access to Figma data.
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QuantGeekDev/docker-mcp
: Manages Docker containers via MCP.
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r-huijts/xcode-mcp-server
: Integrates with Xcode for project management and build automation.
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snaggle-ai/openapi-mcp-server
: Connects to HTTP/REST APIs using an OpenAPI specification.
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JetBrains/mcpProxy
: Connects to JetBrains IDEs for development tasks.
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tumf/mcp-text-editor
: Provides a line-oriented text file editor, optimized for LLM interaction.
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@joshuarileydev/simulator-mcp-server
: Controls iOS Simulators.
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@joshuarileydev/app-store-connect-mcp-server
: Communicates with the App Store Connect API.
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@delano/postman-mcp-server
: Interacts with the Postman API.
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@haris-musa/excel-mcp-server
: Manipulates Excel workbooks, including data, formatting, and charts.
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ShenghaiWang/xcodebuild
: Builds iOS Xcode workspace/project and feedbacks errors to LLMs.
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@jasonjmcghee/claude-debugs-for-you
: Enables automatic debugging via breakpoints and expression evaluation.
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@Jktfe/serveMyAPI
: Securely stores and accesses API keys across projects using the macOS Keychain.
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@xzq-xu/jvm-mcp-server
: Implements an MCP server for JVM-based environments.
-
@yangkyeongmo/mcp-server-apache-airflow
: Connects to Apache Airflow using the official client.
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hyperb1iss/droidmind
: Controls Android devices, enabling UI automation and debugging.
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Rootly-AI-Labs/Rootly-MCP-server
: Integrates with the Rootly incident management platform.
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YuChenSSR/mindmap-mcp-server
: Generates interactive mindmaps.
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SDGLBL/mcp-claude-code
: Implements Claude Code capabilities using MCP, enabling code understanding and project analysis.
🧮 Data Science Tools
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ChronulusAI/chronulus-mcp
: Uses Chronulus AI for forecasting and predictions.
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@reading-plus-ai/mcp-server-data-exploration
: Enables autonomous data exploration on
.csv
-based datasets.
📂 File Systems
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modelcontextprotocol/server-filesystem
: Provides direct access to the local file system (part of the official servers collection).
-
modelcontextprotocol/server-google-drive
: Integrates with Google Drive for file listing and searching (part of the official servers collection).
-
hmk/box-mcp-server
: Provides listing, reading and searching files on Box.
-
mark3labs/mcp-filesystem-server
: Provides local file system access (Golang implementation).
-
mamertofabian/mcp-everything-search
: Provides fast Windows file search using Everything SDK.
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cyberchitta/llm-context.py
: Shares code context with LLMs via MCP or clipboard.
-
quarkiverse/quarkus-mcp-filesystem
: Provides file system browsing and editing (part of Quarkus MCP Servers, Java implementation).
-
Xuanwo/mcp-server-opendal
: Accesses various storage services via Apache OpenDAL.
💰 Finance & Fintech
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heurist-network/heurist-mesh-mcp-server
: Provides access to web3 AI agents for blockchain analysis and smart contract auditing.
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@base/base-mcp
: Integrates with Base Network for onchain tools and Coinbase API interactions.
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QuantGeekDev/coincap-mcp
: Provides real-time cryptocurrency market data from CoinCap.
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anjor/coinmarket-mcp-server
: Fetches cryptocurrency listings and quotes from the Coinmarket API.
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berlinbra/alpha-vantage-mcp
: Fetches stock and crypto information from Alpha Vantage.
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ferdousbhai/tasty-agent
: Handles trading activities on Tastytrade via the Tastyworks API.
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ferdousbhai/investor-agent
: Fetches stock market data and options recommendations from Yahoo Finance.
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mcpdotdirect/evm-mcp-server
: Provides blockchain services for 30+ EVM networks.
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Bankless/onchain-mcp
: Uses Bankless Onchain API for smart contract interaction and querying transaction data.
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kukapay/cryptopanic-mcp-server
: Delivers cryptocurrency news to AI agents via CryptoPanic.
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kukapay/whale-tracker-mcp
: Tracks cryptocurrency whale transactions.
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kukapay/crypto-feargreed-mcp
: Provides real-time and historical Crypto Fear & Greed Index data.
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kukapay/dune-analytics-mcp
: Bridges Dune Analytics data to AI agents.
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kukapay/pancakeswap-poolspy-mcp
: Tracks newly created pools on Pancake Swap.
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kukapay/uniswap-poolspy-mcp
: Tracks newly created liquidity pools on Uniswap.
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kukapay/uniswap-trader-mcp
: Automates token swaps on Uniswap DEX.
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kukapay/token-minter-mcp
: Allows AI agents to mint ERC-20 tokens.
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kukapay/thegraph-mcp
: Provides indexed blockchain data from The Graph to AI agents.
🎮 Gaming
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Coding-Solo/godot-mcp
: Interacts with the Godot game engine for editing, running, and managing scenes.
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rishijatia/fantasy-pl-mcp
: Offers real-time Fantasy Premier League data and analysis.
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CoderGamester/mcp-unity
: Integrates with the Unity3D Game Engine via MCP.
🧠 Knowledge & Memory
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modelcontextprotocol/server-memory
: Provides a knowledge graph-based persistent memory system (part of the official servers collection).
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CheMiguel23/MemoryMesh
: Provides enhanced graph-based memory focused on AI role-play.
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topoteretes/cognee-mcp
: Manages AI memory using graph/vector stores, with ingestion from 30+ data sources (part of Cognee project).
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@hannesrudolph/mcp-ragdocs
: Retrieves and processes documentation using vector search.
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@kaliaboi/mcp-zotero
: Connects LLMs to Zotero Cloud collections and sources.
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graphlit/graphlit-mcp-server
: Ingests data from various sources into a Graphlit project for searching and retrieval.
🗺️ Location Services
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modelcontextprotocol/server-google-maps
: Provides location services, routing, and place details from Google Maps (part of the official servers collection).
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webcoderz/MCP-Geo
: Offers geocoding capabilities using various services.
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@briandconnelly/mcp-server-ipinfo
: Provides IP address geolocation and network information via ipinfo.io.
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jjsantos01/qgis_mcp
: Integrates QGIS Desktop with Claude AI for project creation and code execution.
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kukapay/nearby-search-mcp
: Enables nearby place searches using IP-based location detection.
🎯 Marketing
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open-strategy-partners/osp_marketing_tools
: Provides a set of marketing tools from Open Strategy Partners.
📊 Monitoring
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modelcontextprotocol/server-sentry
: Integrates with Sentry.io for error tracking (part of the official servers collection).
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MindscapeHQ/mcp-server-raygun
: Integrates with Raygun API for crash reporting.
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metoro-io/metoro-mcp-server
: Queries and interacts with Kubernetes environments monitored by Metoro.
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grafana/mcp-grafana
: Searches dashboards and queries datasources in Grafana.
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pydantic/logfire-mcp
: Accesses OpenTelemetry traces and metrics through Logfire.
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seekrays/mcp-monitor
: Provides system monitoring via MCP, exposing various metrics.
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hyperb1iss/lucidity-mcp
: Provides intelligent, prompt-based analysis of AI-generated code across multiple dimensions.
🔎 Search
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modelcontextprotocol/server-brave-search
: Performs web searches using Brave's Search API (part of the official servers collection).
-
@angheljf/nyt
: Searches articles using the NYTimes API.
-
ac3xx/mcp-servers-kagi
: Integrates with the Kagi search API.
-
exa-labs/exa-mcp-server
: Provides access to the Exa AI Search API.
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fatwang2/search1api-mcp
: Performs searches via search1api.
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Tomatio13/mcp-server-tavily
: Integrates with Tavily AI search API.
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blazickjp/arxiv-mcp-server
: Searches research papers on ArXiv.
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mzxrai/mcp-webresearch
: Performs deep web research using Google search.
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andybrandt/mcp-simple-arxiv
: Allows searching and reading papers from arXiv.
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andybrandt/mcp-simple-pubmed
: Allows searching and reading papers from PubMed.
🛠️ Utilities
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zcaceres/fetch-mcp
: Fetches JSON, text, and HTML data flexibly from URLs.
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modelcontextprotocol/server-fetch
: Efficiently fetches and processes web content (part of the official servers collection).
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zcaceres/markdownify-mcp
: Converts various file types and web content to Markdown.
-
@sammcj/mcp-package-version
: Helps LLMs suggest the latest stable package versions.
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@vivekvells/mcp-pandoc
: Converts document formats using Pandoc.
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@pskill9/website-downloader
: Downloads entire websites using wget, preserving structure.
-
@lamemind/mcp-server-multiverse
: Allows multiple isolated instances of MCP servers to coexist.
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@j4c0bs/mcp-server-sql-analyzer
: Provides SQL analysis, linting, and dialect conversion using SQLGlot.
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0xshellming/mcp-summarizer
: Provides AI summarization for multiple content types.
-
SecretiveShell/MCP-timeserver
: Provides the current time in any timezone.
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As an avid user of MCP applications, I find "awesome-mcp-list" by MobinX incredibly helpful. It serves as a comprehensive resource for discovering the best MCP tools and projects available. The list is well-curated and regularly updated, making it an essential bookmark for anyone working in this field. Highly recommend checking it out: https://github.com/MobinX/awesome-mcp-list