Top MCP Servers

Enforces .mcpignore patterns to restrict MCP client file system access while providing full read/write and directory operations.

Manage Asgardeo or WSO2 Identity Server organizations via natural‑language prompts, enabling LLM tools to list, create, and configure applications, APIs, users, and claims.

Runs a Pulumi‑based MCP server inside Docker, allowing AI clients to invoke Pulumi commands through the Model Context Protocol.

Provides a bridge between Azure OpenAI's DALL‑E 3 image generation capability and MCP clients, enabling generation and download of images via defined tools.

Invokes the task chain of the iFlytek SparkAgent Platform via an MCP server, exposing an upload_file tool for file handling.

Enables AI models to perform job‑search queries through a lightweight MCP server that can be accessed by Claude Desktop or OpenAI tools.

Provides a stdio transport proxy for the remote LunarCrush MCP Server, enabling AI‑driven insights and data streams for cryptocurrencies, stocks, and social‑media metrics.

Offers a unified JSON interface for Ergo blockchain data by converting heterogeneous API responses (JSON, Markdown, plain text) into a consistent structure and adds advanced analytics such as address clustering, token history tracking, and token‑estimation for LLM‑friendly usage.

Provides a Model Context Protocol (MCP) server for interacting with Vertica databases, enabling query execution, streaming, bulk loading, and schema management.

Provides a standardized API for interacting with Coda's tools and services via the Universal MCP framework.

Provides access to millions of SaaS reviews, detailed pricing tiers, alternative competitors, funding and growth metrics, aggregated sentiment scores, and granular functional feature information for tens of thousands of software products via an MCP endpoint.

Provides a secure interface for AI assistants to list tables, read data, and execute SQL queries on OceanBase databases via the Model Context Protocol.

Enables AI models to interact with Verodat's data management capabilities through a set of standardized tools for retrieving, creating, and managing datasets.

Offers a simple Model Context Protocol server implementation for Momento Cache, enabling get, set, and cache management operations through a lightweight Node.js package.

A server that enables DevOps workflows for unikernel development using the nanos/ops toolchain, exposing MCP endpoints for instance and image management.

Provides weather, climate, air quality forecasts and geocoding utilities via an MCP FastAPI server.

Provides tools for creating, retrieving, and managing AI agent memories through a Model Context Protocol server.

Provides AI assistants with direct access to Linear's project management resources—issues, projects, teams, users, roadmaps, and more—through the Model Context Protocol.

Provides a Model Context Protocol server that enables AI assistants to control Fibaro HC3 smart‑home devices, scenes, and rooms through a set of predefined tools.

Enables structured data queries across multiple OPTIMADE material databases using configurable filter presets and provider endpoints, with natural‑language support and result summarization.

Provides tools for user authentication and management via AWS Cognito, exposing MCP actions such as sign‑up, sign‑in, password reset, MFA verification, and user profile updates.

Write data to Lark (Feishu) sheets, obtain shareable links, and integrate sheet operations into Model Context Protocol workflows.

Check and revoke ERC‑20 token allowances across multiple EVM‑compatible blockchains, providing visibility into token approvals and enabling secure removal of unnecessary permissions.

Provides comprehensive sanctions screening via the OFAC API, delivering risk assessments for individuals and organizations.

Provides access to Lark Bitable tables via the Model Context Protocol, enabling users to list, describe, and query tables with predefined tools.

Provides tools to start, stop, and query Toggl time entries through a Model Context Protocol server.

Provides AWS CLI functionality via a Model Context Protocol server, enabling portable use across AI tools and editors.

Provides a standardized interface for interacting with Braze's tools and services through a unified API using the Universal MCP framework.

Provides a standardized interface for interacting with DigitalOcean services through a unified MCP API.

Provides a standardized API for accessing Falai's tools and services via the Universal MCP framework.

Provides a standardized API for interacting with Google Docs tools and services via the Universal MCP framework.

Provides a standardized interface to interact with Google SearchConsole tools and services through a unified API built on the Universal MCP framework.