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Most Reviewed

1

Connects to Sentry.io for error monitoring and debugging, enabling retrieval and analysis of specific issues or entire project lists with detailed stack traces, error frequencies, and timestamps.

2

Optimizes Apache Spark code by analyzing PySpark queries and applying performance enhancements for resource management, execution tuning, and query optimization, resulting in significantly faster job execution.

3

Provides a bridge between dbt (data build tool) resources and natural language interfaces, enabling execution of CLI commands, discovery of model metadata, and querying of the Semantic Layer for data transformation management.

4

Go-based server that provides LLMs with tools to record, retrieve, and analyze their reasoning processes during complex problem-solving tasks, enabling structured thinking and improved context management.

5

Exposes raw reasoning tokens from language models through Groq's API, allowing users to see the step-by-step thinking process within tags before receiving final answers.

6

Provides persistent long-term memory capabilities through semantic indexing, retrieval, and search functions with support for multiple LLM providers and PostgreSQL vector storage.

7

Integrates with SonarQube to provide code quality metrics like bugs, vulnerabilities, code smells, coverage, and duplication density at project and component levels for development teams.

8

Provides a dedicated 'think' tool for externalizing complex reasoning processes without performing any actual operations, creating a working memory space for step-by-step problem solving.

9

Provides Claude with a dedicated workspace for structured reasoning through four specialized tools that enable recording, retrieving, clearing, and analyzing thoughts during complex problem-solving tasks.

10

Provides a dedicated thinking space for complex reasoning with encouraging feedback, enabling step-by-step analysis and memory retention without external actions.

11

Implements Anthropic's 'think' tool as a dedicated space for Claude to perform structured reasoning during complex problem-solving tasks, improving performance by up to 54% on challenges requiring detailed policies or sequential decision-making.

12

Integrates with Gmail and Google Calendar to enable email operations, calendar management, and multi-account support for Google Workspace automation.

Top Rated

1

Connects to Sentry.io for error monitoring and debugging, enabling retrieval and analysis of specific issues or entire project lists with detailed stack traces, error frequencies, and timestamps.

2

Optimizes Apache Spark code by analyzing PySpark queries and applying performance enhancements for resource management, execution tuning, and query optimization, resulting in significantly faster job execution.

3

Provides a bridge between dbt (data build tool) resources and natural language interfaces, enabling execution of CLI commands, discovery of model metadata, and querying of the Semantic Layer for data transformation management.

4

Go-based server that provides LLMs with tools to record, retrieve, and analyze their reasoning processes during complex problem-solving tasks, enabling structured thinking and improved context management.

5

Exposes raw reasoning tokens from language models through Groq's API, allowing users to see the step-by-step thinking process within tags before receiving final answers.

6

Provides persistent long-term memory capabilities through semantic indexing, retrieval, and search functions with support for multiple LLM providers and PostgreSQL vector storage.

7

Integrates with SonarQube to provide code quality metrics like bugs, vulnerabilities, code smells, coverage, and duplication density at project and component levels for development teams.

8

Provides a dedicated 'think' tool for externalizing complex reasoning processes without performing any actual operations, creating a working memory space for step-by-step problem solving.

9

Provides Claude with a dedicated workspace for structured reasoning through four specialized tools that enable recording, retrieving, clearing, and analyzing thoughts during complex problem-solving tasks.

10

Provides a dedicated thinking space for complex reasoning with encouraging feedback, enabling step-by-step analysis and memory retention without external actions.

11

Implements Anthropic's 'think' tool as a dedicated space for Claude to perform structured reasoning during complex problem-solving tasks, improving performance by up to 54% on challenges requiring detailed policies or sequential decision-making.

12

Integrates with Gmail and Google Calendar to enable email operations, calendar management, and multi-account support for Google Workspace automation.

MCP SERVER

1

Integrates with Linear's project management platform to enable querying, creating, and updating sprint issues across teams using TypeScript and the Linear SDK.

2
community

Scholarly A MCP server to search for scholarly and academic articles.

3

Integrates with RagRabbit to crawl websites, generate vector embeddings, and enable search and question answering from indexed content for domain-specific information retrieval.

4

Enables natural language interaction with Kubernetes clusters for managing pods, retrieving logs, and manipulating container environments without complex kubectl commands.

5
community

MSSQL MSSQL database integration with configurable access controls and schema inspection

6

Integrates with Instagram's API and web scraping tools to enable social media analytics, account management, and content strategy insights.

7

Enables interaction with Prefect workflow orchestration platform for retrieving flow information, managing flow runs, searching deployments, and executing workflows directly from conversational interfaces.

8

Provides a secure local sandbox for developing, compiling, and visualizing GPU shaders using Vulkan without requiring physical GPU hardware.

9

Integrates with the SerpApi Google Search API to enable access to structured search results data for SEO tools, market research, or data aggregation services.

10
community

mem0mcp A Model Context Protocol server for Mem0, which helps with managing coding preferences.

11

Provides a bridge to Twitter's platform through the twikit library, enabling comprehensive tweet management including searching, posting, deleting, and accessing timelines with authentication handling and error management.

12

Enable AI assistants to manage IT service tickets and operations by integrating directly with Freshservice. Automate ticket creation, updates, and asset management to streamline your IT support workflows. Accelerate routine IT service tasks with seamless AI-driven interactions.

13

Provides Twitter API access without local credential setup through a decoupled architecture where clients handle OAuth flows independently and pass credentials as context for core Twitter operations.

14

Extracts and processes web content using TypeScript, Cheerio, and Turndown for tasks like scraping, summarization, and data transformation.

15

Enables HR professionals to create, track, and match personality traits for individuals by providing tools to analyze interpersonal dynamics through data-driven personality dimensions like friendliness and dominance.

16

Enables Claude to interact with the Solana blockchain through specialized tools for retrieving validator information, estimating fees, fetching transaction histories, and managing digital assets.

17

Enables MCP clients communicating with other MCP clients through this MCP server.

18

Integrates with Google Workspace to enable file management in Drive and data manipulation in Sheets, facilitating document-centric tasks and data analysis within the Google ecosystem.

19

Transforms OpenAPI/Swagger specifications into dynamic MCP tools on the fly, enabling interaction with any REST API without custom implementation for each service.

20

Integrates with Rhino 3D's Python scripting environment to enable generation and manipulation of 3D models through geometry creation tools, with all operations requiring explicit user consent via dialog prompts.

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correctness

1

Connects to Sentry.io for error monitoring and debugging, enabling retrieval and analysis of specific issues or entire project lists with detailed stack traces, error frequencies, and timestamps.

2

Optimizes Apache Spark code by analyzing PySpark queries and applying performance enhancements for resource management, execution tuning, and query optimization, resulting in significantly faster job execution.

3

Provides a bridge between dbt (data build tool) resources and natural language interfaces, enabling execution of CLI commands, discovery of model metadata, and querying of the Semantic Layer for data transformation management.

4

Go-based server that provides LLMs with tools to record, retrieve, and analyze their reasoning processes during complex problem-solving tasks, enabling structured thinking and improved context management.

5

Exposes raw reasoning tokens from language models through Groq's API, allowing users to see the step-by-step thinking process within tags before receiving final answers.

6

Provides persistent long-term memory capabilities through semantic indexing, retrieval, and search functions with support for multiple LLM providers and PostgreSQL vector storage.

7

Integrates with SonarQube to provide code quality metrics like bugs, vulnerabilities, code smells, coverage, and duplication density at project and component levels for development teams.

8

Provides a dedicated 'think' tool for externalizing complex reasoning processes without performing any actual operations, creating a working memory space for step-by-step problem solving.

9

Provides Claude with a dedicated workspace for structured reasoning through four specialized tools that enable recording, retrieving, clearing, and analyzing thoughts during complex problem-solving tasks.

10

Provides a dedicated thinking space for complex reasoning with encouraging feedback, enabling step-by-step analysis and memory retention without external actions.

11

Implements Anthropic's 'think' tool as a dedicated space for Claude to perform structured reasoning during complex problem-solving tasks, improving performance by up to 54% on challenges requiring detailed policies or sequential decision-making.

12

Integrates with Gmail and Google Calendar to enable email operations, calendar management, and multi-account support for Google Workspace automation.

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