MCP Servers

mcp-say

blacktop5

Lightweight MCP server providing text-to-speech (TTS) capabilities.

Convert text responses to speech in real-time

Enable voice notifications from AI assistants

gitee-mcp-server

normal-coder5

Operate Gitee repositories, issues, and pull requests via AI through MCP.

Create and manage Gitee repositories programmatically

Fork repositories to initiate new project versions

mcp_server

freedanfan5

FastAPI-based MCP server enabling standardized AI model and dev environment interaction.

Standardize AI model context interaction in development environments

Deploy AI models with consistent input/output handling

mcp-excel-reader-server

softgridinc-pte-ltd5

MCP server for reading and extracting Excel file data as JSON.

Extract data from all sheets in an Excel file as JSON

Read specific Excel sheet content by sheet name

ai-git

Codexiaoyi5

AI-powered Git wrapper generating commit messages and branch names automatically.

Automatically generate commit messages from staged changes

Create descriptive branch names based on code modifications

mcp-server-libsql

nicholasq5

MCP server for LibSQL databases enabling schema access, queries, and prompt completions with secure, flexible integration.

Access LibSQL database schemas for AI context

Execute SQL queries via MCP protocol

unsplash-mcp-server

JavaProgrammerLB5

Java-based MCP server for searching and retrieving Unsplash images.

Search and retrieve high-quality images from Unsplash

Integrate Unsplash image search into MCP workflows

mcp-server-coreshub

coreshub5

MCP server for Coreshub enabling plugin-based tool integrations and context management.

Integrate Coreshub tools and plugins into MCP workflows

Run MCP server within Cherry Studio for AI model orchestration

higress-ai-search-mcp-server

cr72585

Enhance AI responses with real-time web search via Higress ai-search integration.

Integrate real-time web search results into AI model responses

Provide up-to-date information from Google, Bing, and Quark search engines

mcp-sqlite-server

prayanks5

Python MCP server exposing SQLite database with read-only SQL query access.

Query SQLite databases via MCP clients using natural language

Expose database schemas as structured resources for LLMs

mcp-secops-v3

emeryray20025

MCP server for integrating with Google's Chronicle Security Operations API securely.

Query security incident data from Google's Chronicle SecOps API

Automate threat detection workflows using real-time security context

linear-mcp-server

samcfinan5

Feature-rich MCP server integrating Linear API for holistic project management.

Integrate Linear project data into AI workflows for real-time updates

Manage and prioritize issues and projects via AI-driven interfaces

ghas-mcp-server

rajbos5

MCP server integrating GitHub Advanced Security alerts for repositories.

List Dependabot alerts for a GitHub repository

Retrieve secret scanning alerts from GitHub repos

macos-screen-mcp

jhead5

macOS MCP server for window screenshots and control via LLM commands

Capture screenshots of specific macOS windows by title or ID

List all visible windows on a macOS desktop

openrouter-deep-research-mcp

wheattoast115

MCP server orchestrating multi-agent AI research with Claude, GPT, Gemini models.

Orchestrate multi-agent AI research workflows automatically

Delegate research tasks to Claude and OpenRouter models