GitLab API, enabling project management
Create crafted UI components inspired by the best 21st.dev design engineers.
ALAPI MCP Tools,Call hundreds of API interfaces via MCP
APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.
Enable AI agents to interact with the Atla API for state-of-the-art LLMJ evaluation.
Get prescriptive CDK advice, explain CDK Nag rules, check suppressions, generate Bedrock Agent schemas, and discover AWS Solutions Constructs patterns.
Query and analyze your Axiom logs, traces, and all other event data in natural language
Bring the full power of BrowserStack’s Test Platform to your AI tools, making testing faster and easier for every developer and tester on your team.
Flag features, manage company data, and control feature access using Bucket
Enable AI Agents to fix build failures from CircleCI.
Query and analyze your Opik logs, traces, prompts and all other telemtry data from your LLMs in natural language.
Introspect and query your apps deployed to Convex.
Enable AI Agents to fix Playwright test failures reported to Currents (https://currents.dev).
Official MCP server for dbt (data build tool) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
DeepWiki by Devin
officialRemote, no-auth MCP server providing AI-powered codebase context and answers
Manage and utilize website content within the DevHub CMS platform
A code observability MCP enabling dynamic code analysis based on OTEL/APM data to assist in code reviews, issues identification and fix, highlighting risky code etc.
An MCP server for fetching verifiable random numbers from the drand network.
Run Python in a code sandbox.
Search dashboards, investigate incidents and query datasources in your Grafana instance
Create and read feature flags, review experiments, generate flag types, search docs, and interact with GrowthBook's feature flagging and experimentation platform.
Tool platform by IBM to build, test and deploy tools for any data source
Work on your code with JetBrains IDEs
Work on dataset metadata with MLCommons Croissant validation and creation.
Langfuse Prompt Management
officialOpen-source tool for collaborative editing, versioning, evaluating, and releasing prompts.
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.
Provides access to OpenTelemetry traces and metrics through Logfire.
Integrates with Mailtrap Email API.
Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.
The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact with different PayPal services.
MCP Server for PGYER platform, supports uploading, querying apps, etc.
A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
Arbitrary code execution and tool-use platform for LLMs by Riza
Equip AI agents with evaluation and self-improvement capabilities with Root Signals
Enable AI agents to secure code with Semgrep.
Official MCP server for Sentry.
Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by Thirdweb
Set up and interact with your unstructured data processing workflows in Unstructured Platform
Single tool to control all 100+ API integrations, and UI components
Server for advanced AI-driven video editing, semantic search, multilingual transcription, generative media, voice cloning, and content moderation.
Execute any LLM-generated code in the YepCode secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
Interact with your MLOps and LLMOps pipelines through your ZenML MCP server
RAG MCP for your Agentset data.
A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager
A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) plus many useful prompts to interact with Algorand Blockchain.
An MCP server that provides control over Android devices through ADB. Offers device screenshot capture, UI layout analysis, package management, and ADB command execution capabilities.
APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API, supporting querying and managing all resources in Apache APISIX.
Add smart Backup ability to coding agents like Windsurf, Cursor, Cluade Coder, etc
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates Binary Ninja with your favorite MCP client.
integration that connects BloodHound with AI through MCP, allowing security professionals to analyze Active Directory attack paths using natural language queries instead of Cypher.
Automate your local browser
A Model Context Protocol server for generating visual charts using AntV.
A specialized MCP gateway for LLM enhancement prompts and jailbreaks with dynamic schema adaptation. Provides prompts for different LLMs using an enum-based approach.
Obtains latest dependency details for Clojure libraries.
MCP server to talk to your Opik cloud or open-source instance to query and analyze LLM traces, metrics and observability.
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
Enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's 1M context window.
Tools to the query and execute of Dify workflows
Run and manage docker containers, docker compose, and logs
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages, Python, Lua, C, C++, Rust, Zig.
A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.
The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.
Gentoro generates MCP Servers based on OpenAPI specifications.
MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.
Gru-sandbox(gbox) is an open source project that provides a self-hostable sandbox for MCP integration or other AI agent usecases.
GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: sascharo.github.io/gxtract). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.
Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically.
MCP Server for automated reverse engineering with IDA Pro.
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
MCP server empowers LLMs to interact with JSON files efficiently. With JSON MCP, you can split, merge, etc.
Provides multi-cluster Kubernetes management and operations using MCP, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
Provides multi-cluster Kubernetes management and operations using MCP, It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
MCP Language Server gives MCP enabled clients access to semantic tools like get definition, references, rename, and diagnostics.
Share code context with LLMs via Model Context Protocol or clipboard.
Tools to query latest Maven dependency information
MCP server for Autodesk Maya
An MCP (Model Context Protocol) aggregator that allows you to combine multiple MCP servers into a single endpoint allowing to filter specific tools.
MCP Expr-Lang provides a seamless integration between Claude AI and the powerful expr-lang expression evaluation engine.
Set up MCP servers in Claude Desktop
Use command line tools in a secure fashion as MCP tools.
Token-efficient access to OpenAPI/Swagger specs via MCP Resources
Access Australian Pharmaceutical Benefits Scheme data for medicine information, pricing, and availability. Built with Python and FastAPI.
Interacting with Phabricator API
PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
Secure fetch to prevent access to local resources
A powerful and flexible MCP server designed to enhance the development experience with Shadcn UI components, providing tools for component management, documentation, and installation.
iOS Swift Package Manager server written in Swift
Terragrunt documentation always up to date.
Interact with your Tmux sessions, windows and pane, execute commands in tmux panes and retrieve result.
MCP Server to control and interact with Unity3d Game Engine for game development
An MCP server for Cursor that enables requesting user input during generation process.
Generate visualizations from fetched data using the VegaLite format and renderer.
The definitive Vibe Coder's sanity check MCP server: Prevents cascading errors by calling a "Vibe-check" agent to ensure alignment and prevent scope creep
MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
Programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture using nut.js.
🍎 Build iOS Xcode workspace/project and feed back errors to llm.