Content
# 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
- **[@recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts)** [](https://github.com/recursechat/mcp-server-apple-shortcuts): Integrates with macOS Shortcuts for automation via MCP.
- **[@kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing)** [](https://github.com/kimtth/mcp-aoai-web-browsing): Implements minimal web browsing using Azure OpenAI and Playwright.
- **[@pskill9/web-search](https://github.com/pskill9/web-search)** [](https://github.com/pskill9/web-search): Provides web search capabilities using Google results without requiring API keys.
- **[@co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server)** [](https://github.com/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](https://github.com/blackwhite084/playwright-plus-python-mcp)** [](https://github.com/blackwhite084/playwright-plus-python-mcp): Leverages Playwright via Python, optimized for large language models.
- **[@executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright)** [](https://github.com/executeautomation/mcp-playwright): Utilizes Playwright for web automation and data extraction within an MCP framework.
- **[@automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright)** [](https://github.com/Automata-Labs-team/MCP-Server-Playwright): Controls web browsers via Playwright through MCP commands.
- **[modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer)** [](https://github.com/modelcontextprotocol/servers): Automates web interactions and scraping using Puppeteer (part of the official servers collection).
- **[@kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript)** [](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript): Extracts subtitles and transcripts from YouTube videos for AI processing.
### 🎨 Art & Culture
- **[burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp)** [](https://github.com/burningion/video-editing-mcp): Enables AI-driven video editing, analysis, and search within a video collection.
- **[r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp)** [](https://github.com/r-huijts/rijksmuseum-mcp): Connects to the Rijksmuseum API for accessing art collections and details.
- **[yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp)** [](https://github.com/yuna0x0/anilist-mcp): Provides information on anime and manga through integration with the AniList API.
### ☁️ Cloud Platforms
- **[cloudflare/mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** [](https://github.com/cloudflare/mcp-server-cloudflare): Integrates with various Cloudflare services like Workers and KV.
- **[alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server)** [](https://github.com/alexei-led/aws-mcp-server): Enables secure execution of AWS CLI commands and prompt templates within Docker.
- **[strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go)** [](https://github.com/strowk/mcp-k8s-go): Manages Kubernetes clusters through MCP interactions (Go implementation).
- **[@flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** [](https://github.com/Flux159/mcp-server-kubernetes): Controls Kubernetes pods, deployments, and services (TypeScript implementation).
- **[manusa/kubernetes-mcp-server](https://github.com/manusa/kubernetes-mcp-server)** [](https://github.com/manusa/kubernetes-mcp-server): Manages Kubernetes and OpenShift with specialized cluster interaction tools (Java implementation).
- **[wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye)** [](https://github.com/wenhuwang/mcp-k8s-eye): Provides Kubernetes management features and application health analysis.
- **[johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp)** [](https://github.com/johnneerdael/netskope-mcp): Accesses Netskope Private Access components and provides setup details.
- **[nwiizo/tfmcp](https://github.com/nwiizo/tfmcp)** [](https://github.com/nwiizo/tfmcp): Allows AI assistants to control Terraform environments for infrastructure management.
### 🖥️ Command Line
- **[ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp)** [](https://github.com/ferrislucas/iterm-mcp): Provides iTerm2 terminal access for command execution and output analysis.
- **[g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands)** [](https://github.com/g0t4/mcp-server-commands): Executes arbitrary commands and scripts via MCP.
- **[MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server)** [](https://github.com/MladenSU/cli-mcp-server): Offers a command-line interface with configurable security policies.
- **[tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server)** [](https://github.com/tumf/mcp-shell-server): Securely executes shell commands through the Model Context Protocol.
### 💬 Communication
- **[jean-technologies/smartlead-mcp-server-local](https://github.com/jean-technologies/smartlead-mcp-server-local)** [](https://github.com/jean-technologies/smartlead-mcp-server-local): MCP server for Smartlead. Also works with n8n and workflow automation platforms.
- **[zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp)** [](https://github.com/zcaceres/gtasks-mcp): Manages Google Tasks lists and items via MCP.
- **[hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server)** [](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server): Safely queries and analyzes iMessage conversations, including attachments.
- **[modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack)** [](https://github.com/modelcontextprotocol/servers): Manages Slack channels and messages (part of the official servers collection).
- **[keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server)** [](https://github.com/keturiosakys/bluesky-context-server): Connects and allows interaction with Bluesky social network instances.
- **[MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite)** [](https://github.com/MarkusPfundstein/mcp-gsuite): Interacts with Gmail and Google Calendar.
- **[adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit)** [](https://github.com/adhikasp/mcp-twikit): Accesses Twitter search and timeline data.
- **[gotoolkits/mcp-wecombot-server](https://github.com/gotoolkits/mcp-wecombot-server.git)** [](https://github.com/gotoolkits/mcp-wecombot-server): Sends messages to WeCom group robots. (*Note: Link ends with .git*)
- **[AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp)** [](https://github.com/AbdelStark/nostr-mcp): Enables interaction with the Nostr protocol, including posting notes.
- **[elie222/inbox-zero-mcp](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server)** [](https://github.com/elie222/inbox-zero): Manages Gmail, identifying emails needing replies or follow-ups (part of the Inbox Zero project).
- **[carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp)** [](https://github.com/carterlasalle/mac_messages_mcp): Securely accesses, analyzes, sends, and receives iMessages on macOS.
- **[sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp)** [](https://github.com/sawa-zen/vrchat-mcp): Interacts with the VRChat API to retrieve user, world, and avatar information.
- **[arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks)** [](https://github.com/arpitbatra123/mcp-googletasks): Interfaces with the Google Tasks API for task management.
- **[Eclipse-XV/twitch-mcp](https://github.com/Eclipse-XV/twitch-mcp)** [](https://github.com/Eclipse-XV/twitch-mcp): Allows Twitch streamers to automate channel point predictions, trigger stream events, and extend interactive chat functionality.
### 👤 Customer Data Platforms
- **[sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server)** [](https://github.com/sergehuber/inoyu-mcp-unomi-server): Accesses and updates user profiles on an Apache Unomi CDP server.
- **[OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP)** [](https://github.com/OpenDataMCP/OpenDataMCP): Connects various Open Data sources to LLMs via MCP.
- **[@iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic)** [](https://github.com/iaptic/mcp-server-iaptic): Connects to iaptic to retrieve customer purchase and app revenue data.
### 🗄️ Databases
- **[aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server)** [](https://github.com/aliyun/alibabacloud-tablestore-mcp-server): Provides access to Tablestore, including document management and semantic search.
- **[cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server)** [](https://github.com/cr7258/elasticsearch-mcp-server): Enables interaction with Elasticsearch clusters.
- **[domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server)** [](https://github.com/domdomegg/airtable-mcp-server): Provides read/write access to Airtable databases, including schema inspection.
- **[rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp)** [](https://github.com/rashidazarang/airtable-mcp): Directly connects AI tools to Airtable for comprehensive data manipulation.
- **[LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery)** [](https://github.com/LucasHild/mcp-server-bigquery): Allows querying and schema inspection of BigQuery databases.
- **[c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb)** [](https://github.com/c4pt0r/mcp-server-tidb): Provides access to TiDB databases, including schema inspection and querying.
- **[ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server)** [](https://github.com/ergut/mcp-bigquery-server): Enables direct access and querying of Google BigQuery.
- **[ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse)** [](https://github.com/ClickHouse/mcp-clickhouse): Offers schema inspection and querying capabilities for ClickHouse databases.
- **[get-convex/convex-mcp-server](https://stack.convex.dev/convex-mcp-server)**: Introspects Convex tables, functions, and allows one-off queries. (*Note: Links to Convex Stack page*)
- **[@gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp)** [](https://github.com/gannonh/firebase-mcp): Provides access to Firebase services like Auth, Firestore, and Storage.
- **[jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus)** [](https://github.com/jovezhong/mcp-timeplus): Manages Apache Kafka topics and queries streaming data via Timeplus SQL.
- **[@fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server)** [](https://github.com/fireproof-storage/mcp-database-server): Offers a Fireproof ledger database with multi-user synchronization.
- **[designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server)** [](https://github.com/designcomputer/mysql_mcp_server): Provides secure MySQL database operations with configurable access controls.
- **[f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server)** [](https://github.com/f4ww4z/mcp-mysql-server): Offers secure MySQL database interaction.
- **[FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server)** [](https://github.com/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](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres)** [](https://github.com/modelcontextprotocol/servers): Enables querying and schema inspection of PostgreSQL databases (part of the official servers collection).
- **[modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite)** [](https://github.com/modelcontextprotocol/servers): Provides SQLite database operations with built-in analysis (part of the official servers collection).
- **[@joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase)** [](https://github.com/joshuarileydev/supabase): Manages Supabase projects and organizations.
- **[@alexander-zuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server)** [](https://github.com/alexander-zuev/supabase-mcp-server): Supports SQL query execution and database exploration within Supabase.
- **[ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb)** [](https://github.com/ktanaka101/mcp-server-duckdb): Integrates with DuckDB, offering schema inspection and query features.
- **[Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino)** [](https://github.com/Dataring-engineering/mcp-server-trino): Connects to Trino Clusters for querying and data access.
- **[furey/mongodb-lens](https://github.com/furey/mongodb-lens)** [](https://github.com/furey/mongodb-lens): Provides a fully-featured MCP server for MongoDB Databases.
- **[QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp)** [](https://github.com/QuantGeekDev/mongo-mcp): Enables direct interaction with MongoDB databases.
- **[kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server)** [](https://github.com/kiliczsh/mcp-mongo-server): Interacts with MongoDB databases.
- **[tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird)** [](https://github.com/tinybirdco/mcp-tinybird): Integrates with Tinybird, providing query and API capabilities.
- **[KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server)** [](https://github.com/KashiwaByte/vikingdb-mcp-server): Integrates with VikingDB for vector store and search functionalities.
- **[neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j)** [](https://github.com/neo4j-contrib/mcp-neo4j): Enables Model Context Protocol interactions with Neo4j databases.
- **[niledatabase/nile-mcp-server](https://github.com/niledatabase/nile-mcp-server)** [](https://github.com/niledatabase/nile-mcp-server): Manages and queries Postgres databases, tenants, users, and auth using LLMs via Nile.
- **[isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server)** [](https://github.com/isaacwasserman/mcp-snowflake-server): Integrates with Snowflake with read/write operations and insight tracking.
- **[hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server)** [](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server): Provides safe, read-only access to SQLite databases with query validation.
- **[sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone)** [](https://github.com/sirmews/mcp-pinecone): Integrates with Pinecone, offering vector search capabilities.
- **[runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy)** [](https://github.com/runekaagaard/mcp-alchemy): Provides universal SQLAlchemy-based database integration, supporting multiple database types.
- **[quarkiverse/quarkus-mcp-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc)** [](https://github.com/quarkiverse/quarkus-mcp-servers): Connects to any JDBC-compatible database (part of Quarkus MCP Servers).
- **[pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server)** [](https://github.com/pab1it0/adx-mcp-server): Allows querying and analyzing of Azure Data Explorer databases.
- **[pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server)** [](https://github.com/pab1it0/prometheus-mcp-server): Provides querying and analysis of Prometheus monitoring system.
- **[neondatabase/mcp-server-neon](https://github.com/neondatabase/mcp-server-neon)** [](https://github.com/neondatabase/mcp-server-neon): Enables creating and managing Postgres databases with Neon Serverless Postgres.
- **[XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server)** [](https://github.com/XGenerationLab/xiyan_mcp_server): Supports fetching database data via natural language queries, powered by XiyanSQL.
- **[bytebase/dbhub](https://github.com/bytebase/dbhub)** [](https://github.com/bytebase/dbhub): Provides a universal database MCP server with support for mainstream databases.
- **[GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server)** [](https://github.com/GreptimeTeam/greptimedb-mcp-server): Enables querying of GreptimeDB.
- **[idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server)** [](https://github.com/idoru/influxdb-mcp-server): Executes queries against InfluxDB OSS API v2.
- **[xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets)** [](https://github.com/xing5/mcp-google-sheets): Interacts with Google Sheets, providing create, read, update, and manage functionalities.
### 💻 Developer Tools
- **[21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp)** [](https://github.com/21st-dev/magic-mcp): Generates UI components based on 21st.dev design principles.
- **[Comet-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp)** [](https://github.com/comet-ml/opik-mcp): Enables querying of LLM observability data captured by Opik.
- **[GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP)** [](https://github.com/GLips/Figma-Context-MCP): Gives coding agents direct access to Figma data.
- **[QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp)** [](https://github.com/QuantGeekDev/docker-mcp): Manages Docker containers via MCP.
- **[r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server)** [](https://github.com/r-huijts/xcode-mcp-server): Integrates with Xcode for project management and build automation.
- **[snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server)** [](https://github.com/snaggle-ai/openapi-mcp-server): Connects to HTTP/REST APIs using an OpenAPI specification.
- **[JetBrains/mcpProxy](https://github.com/JetBrains/mcpProxy)** [](https://github.com/JetBrains/mcpProxy): Connects to JetBrains IDEs for development tasks.
- **[tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor)** [](https://github.com/tumf/mcp-text-editor): Provides a line-oriented text file editor, optimized for LLM interaction.
- **[@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server)** [](https://github.com/JoshuaRileyDev/simulator-mcp-server): Controls iOS Simulators.
- **[@joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server)** [](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server): Communicates with the App Store Connect API.
- **[@delano/postman-mcp-server](https://github.com/delano/postman-mcp-server)** [](https://github.com/delano/postman-mcp-server): Interacts with the Postman API.
- **[@haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server)** [](https://github.com/haris-musa/excel-mcp-server): Manipulates Excel workbooks, including data, formatting, and charts.
- **[ShenghaiWang/xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** [](https://github.com/ShenghaiWang/xcodebuild): Builds iOS Xcode workspace/project and feedbacks errors to LLMs.
- **[@jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you)** [](https://github.com/jasonjmcghee/claude-debugs-for-you): Enables automatic debugging via breakpoints and expression evaluation.
- **[@Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI)** [](https://github.com/Jktfe/serveMyAPI): Securely stores and accesses API keys across projects using the macOS Keychain.
- **[@xzq-xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server)** [](https://github.com/xzq-xu/jvm-mcp-server): Implements an MCP server for JVM-based environments.
- **[@yangkyeongmo/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow)** [](https://github.com/yangkyeongmo/mcp-server-apache-airflow): Connects to Apache Airflow using the official client.
- **[hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind)** [](https://github.com/hyperb1iss/droidmind): Controls Android devices, enabling UI automation and debugging.
- **[Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server)** [](https://github.com/Rootly-AI-Labs/Rootly-MCP-server): Integrates with the Rootly incident management platform.
- **[YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server)** [](https://github.com/YuChenSSR/mindmap-mcp-server): Generates interactive mindmaps.
- **[SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code)** [](https://github.com/SDGLBL/mcp-claude-code): Implements Claude Code capabilities using MCP, enabling code understanding and project analysis.
### 🧮 Data Science Tools
- **[ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp)** [](https://github.com/ChronulusAI/chronulus-mcp): Uses Chronulus AI for forecasting and predictions.
- **[@reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration)** [](https://github.com/reading-plus-ai/mcp-server-data-exploration): Enables autonomous data exploration on `.csv`-based datasets.
### 📂 File Systems
- **[modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem)** [](https://github.com/modelcontextprotocol/servers): Provides direct access to the local file system (part of the official servers collection).
- **[modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive)** [](https://github.com/modelcontextprotocol/servers): Integrates with Google Drive for file listing and searching (part of the official servers collection).
- **[hmk/box-mcp-server](https://github.com/hmk/box-mcp-server)** [](https://github.com/hmk/box-mcp-server): Provides listing, reading and searching files on Box.
- **[mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server)** [](https://github.com/mark3labs/mcp-filesystem-server): Provides local file system access (Golang implementation).
- **[mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search)** [](https://github.com/mamertofabian/mcp-everything-search): Provides fast Windows file search using Everything SDK.
- **[cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py)** [](https://github.com/cyberchitta/llm-context.py): Shares code context with LLMs via MCP or clipboard.
- **[quarkiverse/quarkus-mcp-filesystem](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem)** [](https://github.com/quarkiverse/quarkus-mcp-servers): Provides file system browsing and editing (part of Quarkus MCP Servers, Java implementation).
- **[Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal)** [](https://github.com/Xuanwo/mcp-server-opendal): Accesses various storage services via Apache OpenDAL.
### 💰 Finance & Fintech
- **[heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server)** [](https://github.com/heurist-network/heurist-mesh-mcp-server): Provides access to web3 AI agents for blockchain analysis and smart contract auditing.
- **[@base/base-mcp](https://github.com/base/base-mcp)** [](https://github.com/base/base-mcp): Integrates with Base Network for onchain tools and Coinbase API interactions.
- **[QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp)** [](https://github.com/QuantGeekDev/coincap-mcp): Provides real-time cryptocurrency market data from CoinCap.
- **[anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server)** [](https://github.com/anjor/coinmarket-mcp-server): Fetches cryptocurrency listings and quotes from the Coinmarket API.
- **[berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp)** [](https://github.com/berlinbra/alpha-vantage-mcp): Fetches stock and crypto information from Alpha Vantage.
- **[ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent)** [](https://github.com/ferdousbhai/tasty-agent): Handles trading activities on Tastytrade via the Tastyworks API.
- **[ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent)** [](https://github.com/ferdousbhai/investor-agent): Fetches stock market data and options recommendations from Yahoo Finance.
- **[mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server)** [](https://github.com/mcpdotdirect/evm-mcp-server): Provides blockchain services for 30+ EVM networks.
- **[Bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/)** [](https://github.com/Bankless/onchain-mcp): Uses Bankless Onchain API for smart contract interaction and querying transaction data.
- **[kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** [](https://github.com/kukapay/cryptopanic-mcp-server): Delivers cryptocurrency news to AI agents via CryptoPanic.
- **[kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** [](https://github.com/kukapay/whale-tracker-mcp): Tracks cryptocurrency whale transactions.
- **[kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** [](https://github.com/kukapay/crypto-feargreed-mcp): Provides real-time and historical Crypto Fear & Greed Index data.
- **[kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp)** [](https://github.com/kukapay/dune-analytics-mcp): Bridges Dune Analytics data to AI agents.
- **[kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp)** [](https://github.com/kukapay/pancakeswap-poolspy-mcp): Tracks newly created pools on Pancake Swap.
- **[kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp)** [](https://github.com/kukapay/uniswap-poolspy-mcp): Tracks newly created liquidity pools on Uniswap.
- **[kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp)** [](https://github.com/kukapay/uniswap-trader-mcp): Automates token swaps on Uniswap DEX.
- **[kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp)** [](https://github.com/kukapay/token-minter-mcp): Allows AI agents to mint ERC-20 tokens.
- **[kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp)** [](https://github.com/kukapay/thegraph-mcp): Provides indexed blockchain data from The Graph to AI agents.
### 🎮 Gaming
- **[Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp)** [](https://github.com/Coding-Solo/godot-mcp): Interacts with the Godot game engine for editing, running, and managing scenes.
- **[rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/)** [](https://github.com/rishijatia/fantasy-pl-mcp): Offers real-time Fantasy Premier League data and analysis.
- **[CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity)** [](https://github.com/CoderGamester/mcp-unity): Integrates with the Unity3D Game Engine via MCP.
### 🧠 Knowledge & Memory
- **[modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory)** [](https://github.com/modelcontextprotocol/servers): Provides a knowledge graph-based persistent memory system (part of the official servers collection).
- **[CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh)** [](https://github.com/CheMiguel23/MemoryMesh): Provides enhanced graph-based memory focused on AI role-play.
- **[topoteretes/cognee-mcp](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp)** [](https://github.com/topoteretes/cognee): Manages AI memory using graph/vector stores, with ingestion from 30+ data sources (part of Cognee project).
- **[@hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs)** [](https://github.com/hannesrudolph/mcp-ragdocs): Retrieves and processes documentation using vector search.
- **[@kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero)** [](https://github.com/kaliaboi/mcp-zotero): Connects LLMs to Zotero Cloud collections and sources.
- **[graphlit/graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server)** [](https://github.com/graphlit/graphlit-mcp-server): Ingests data from various sources into a Graphlit project for searching and retrieval.
### 🗺️ Location Services
- **[modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps)** [](https://github.com/modelcontextprotocol/servers): Provides location services, routing, and place details from Google Maps (part of the official servers collection).
- **[webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo)** [](https://github.com/webcoderz/MCP-Geo): Offers geocoding capabilities using various services.
- **[@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo)** [](https://github.com/briandconnelly/mcp-server-ipinfo): Provides IP address geolocation and network information via ipinfo.io.
- **[jjsantos01/qgis_mcp](https://github.com/jjsantos01/qgis_mcp)** [](https://github.com/jjsantos01/qgis_mcp): Integrates QGIS Desktop with Claude AI for project creation and code execution.
- **[kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp)** [](https://github.com/kukapay/nearby-search-mcp): Enables nearby place searches using IP-based location detection.
- **[IP2Location.io]** [](https://github.com/ip2location/mcp-ip2location-io): - IP2Location.io API integration to retrieve the geolocation information for an IP address.
### 🎯 Marketing
- **[open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools)** [](https://github.com/open-strategy-partners/osp_marketing_tools): Provides a set of marketing tools from Open Strategy Partners.
### 📊 Monitoring
- **[modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry)** [](https://github.com/modelcontextprotocol/servers): Integrates with Sentry.io for error tracking (part of the official servers collection).
- **[MindscapeHQ/mcp-server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** [](https://github.com/MindscapeHQ/mcp-server-raygun): Integrates with Raygun API for crash reporting.
- **[metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server)** [](https://github.com/metoro-io/metoro-mcp-server): Queries and interacts with Kubernetes environments monitored by Metoro.
- **[grafana/mcp-grafana](https://github.com/grafana/mcp-grafana)** [](https://github.com/grafana/mcp-grafana): Searches dashboards and queries datasources in Grafana.
- **[pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp)** [](https://github.com/pydantic/logfire-mcp): Accesses OpenTelemetry traces and metrics through Logfire.
- **[seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor)** [](https://github.com/seekrays/mcp-monitor): Provides system monitoring via MCP, exposing various metrics.
- **[hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp)** [](https://github.com/hyperb1iss/lucidity-mcp): Provides intelligent, prompt-based analysis of AI-generated code across multiple dimensions.
### 🔎 Search
- **[modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search)** [](https://github.com/modelcontextprotocol/servers): Performs web searches using Brave's Search API (part of the official servers collection).
- **[@angheljf/nyt](https://github.com/angheljf/nyt)** [](https://github.com/angheljf/nyt): Searches articles using the NYTimes API.
- **[ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi)** [](https://github.com/ac3xx/mcp-servers-kagi): Integrates with the Kagi search API.
- **[exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server)** [](https://github.com/exa-labs/exa-mcp-server): Provides access to the Exa AI Search API.
- **[fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp)** [](https://github.com/fatwang2/search1api-mcp): Performs searches via search1api.
- **[Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily)** [](https://github.com/Tomatio13/mcp-server-tavily): Integrates with Tavily AI search API.
- **[blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server)** [](https://github.com/blazickjp/arxiv-mcp-server): Searches research papers on ArXiv.
- **[mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch)** [](https://github.com/mzxrai/mcp-webresearch): Performs deep web research using Google search.
- **[andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv)** [](https://github.com/andybrandt/mcp-simple-arxiv): Allows searching and reading papers from arXiv.
- **[andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed)** [](https://github.com/andybrandt/mcp-simple-pubmed): Allows searching and reading papers from PubMed.
- **[shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server)** [](https://github.com/shopsavvy/shopsavvy-mcp-server): Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more. Published as `@shopsavvy/mcp-server`.
### 🛠️ Utilities
- **[zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp)** [](https://github.com/zcaceres/fetch-mcp): Fetches JSON, text, and HTML data flexibly from URLs.
- **[modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch)** [](https://github.com/modelcontextprotocol/servers): Efficiently fetches and processes web content (part of the official servers collection).
- **[zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp)** [](https://github.com/zcaceres/markdownify-mcp): Converts various file types and web content to Markdown.
- **[@sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version)** [](https://github.com/sammcj/mcp-package-version): Helps LLMs suggest the latest stable package versions.
- **[@vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc)** [](https://github.com/vivekVells/mcp-pandoc): Converts document formats using Pandoc.
- **[@pskill9/website-downloader](https://github.com/pskill9/website-downloader)** [](https://github.com/pskill9/website-downloader): Downloads entire websites using wget, preserving structure.
- **[@lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse)** [](https://github.com/lamemind/mcp-server-multiverse): Allows multiple isolated instances of MCP servers to coexist.
- **[@j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer)** [](https://github.com/j4c0bs/mcp-server-sql-analyzer): Provides SQL analysis, linting, and dialect conversion using SQLGlot.
- **[0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer)** [](https://github.com/0xshellming/mcp-summarizer): Provides AI summarization for multiple content types.
- **[SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver)** [](https://github.com/SecretiveShell/MCP-timeserver): Provides the current time in any timezone.
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