Ai Chatbot MCP Servers

MCP_server

1

by YunYue1029

The Speech Analysis MCP Server is designed to analyze spoken English automatically using the MCP architecture. It features speech-to-text, grammar analysis, vocabulary and logic suggestions, and sentence comparison.

SolanaMcpService

1

by ArcReactor9

The Solana MCP Server is designed to facilitate interactions between AI models and the Solana blockchain, providing REST APIs and WebSocket services for real-time blockchain operations. It offers features such as secure transactions, real-time updates, and custom token creation.

mcp-sap-commerce

1

by Dunkansdk

The SAP Commerce MCP Server is designed to provide natural language interaction with SAP Commerce Cloud's product data using Claude. It offers features such as product search, detailed information retrieval, stock availability checks, and cart management operations.

Sentinel-Core-Agent

1

by bhuvanmdev

The Sentinel Core Agent is a project that provides tools for managing chat sessions between users, language models, and various utilities. It includes the management of MCP servers and facilitates AI-driven web searches, file operations, and more.

mcpcalculator

1

by akhidasTech

MCP Calculator is a Go-based implementation of an MCP server with functionalities for calculator and greeting operations, following the official MCP specification. It supports JSON-RPC 2.0, server capability negotiation, and standard error handling, ensuring a secure and reliable server environment.

databricks-genie-mcp

1

by alexxx-db

The Databricks Genie API MCP Server is a project that integrates Databricks' AI and BI capabilities into a standardized interface as MCP tools, enabling natural language querying and management of Databricks data. It involves secure server setup and is designed for use with clients like Claude Desktop.

docret-mcp-server

1

by Sreedeep-SS

The Documentation Retrieval MCP Server is a tool for AI assistants to access up-to-date Python library documentation. It supports dynamic retrieval and parsing of documentation from several libraries, with plans to expand further. The project aims to ensure AI applications have access to the latest official documentation.

mcp-expr-lang

1

by ivan-saorin

MCP Expr-Lang is an expression evaluation tool designed for Claude Desktop, leveraging the expr-lang engine for complex data operations. It supports a wide array of manipulations, such as arithmetic, array handling, and string functions, designed to enrich conversations within Claude AI.

mcp-server-graph-api

1

by MartinM85

This project is a Model-Context-Protocol (MCP) server designed for integration with the Microsoft Graph API using C#. It allows seamless configuration with various environments and supports client connections with Claude AI and Azure OpenAI Service for advanced data interactions.

mcp-server-aoai-dalle3

1

by jacwu

The Azure OpenAI DALL-E 3 MCP Server enables integration with DALL-E 3 for image generation using the Model Context Protocol (MCP). It supports customizing image parameters and downloading images locally.

etf-flow-mcp

1

by kukapay

The ETF Flow MCP is a Model Context Protocol server that offers detailed ETF flow data for cryptocurrencies, specifically designed to aid AI agents in making informed decisions. It features dynamic data fetching for BTC or ETH and utilizes pivot tables for effective data presentation.

google-search-mcp-server

1

by moritalous

The Google Search MCP Server is a tool designed to enable AI assistants to perform web searches by integrating with the Google Search API. It uses Gradio to provide an interface, supporting the retrieval of search results in JSON format.

harvest-mcp-server

1

by adrian-dotco

The Harvest Natural Language Time Entry MCP Server allows users to log Harvest time entries using natural language, thus providing intuitive time tracking and handling leave requests. It supports features like automatic project matching and timezone configuration.

claude-voice-mcp

1

by gregmulvihill

Claude Voice MCP is an MCP server implementation that enhances Claude Desktop with voice conversation capabilities, focusing on text-to-speech (TTS) conversion. It supports real-time WebSocket communication and integrates with the CogentEcho.ai ecosystem.

mcp-server-starter

1

by mgesteban

This project provides a template for setting up a Model Context Protocol (MCP) server. It connects AI capabilities with local documentation tools for developers, offering an extensible architecture with immediate usability. The server allows AI-powered help, documentation access, and runs locally for speed and privacy.

grok-mcp

1

by Bob-lance

The Grok MCP Plugin is an MCP plugin that provides access to Grok AI's capabilities such as chat completion, image understanding, and function calling from Cline. It requires Node.js and a Grok AI API key for usage, and offers seamless integration with the existing toolset.

agentcraft-mcp

1

by seyhunak

AgentCraft is an AI Agent framework that supports the deployment of intelligent agents, offering solutions that are secure, scalable, and enterprise-ready. It operates as an MCP server, facilitating the secure interaction and data exchange between AI Agents.

AiSpire

1

by CompewterTutor

AiSpire is an AI-powered interface for Vectric Aspire and V-Carve CAD/CAM software, enhancing design and machining capabilities. The project features Lua and Python components for vector manipulation and toolpath optimization, offering an interactive UI for users.

context7

1

by decvb

Context7 MCP is a tool designed to provide up-to-date, version-specific code documentation directly into various development environments, ensuring accurate code examples and reducing reliance on outdated or generic data. This facilitates seamless integration into platforms like Cursor, Claude Desktop, and more, optimizing the developer experience.

pickapicon-mcp

1

by Leee62

Pickapicon MCP is a Model Context Protocol serving front-end developers and UI designers by leveraging the Iconify API to streamline the retrieval of SVG icons through natural language requests to LLMs. It enhances productivity by eliminating the need for manual searching and copying of SVG assets.

gotohuman-mcp-server

1

by andyciggy

gotoHuman MCP Server facilitates the addition of human approval processes within AI workflows. It provides a fully-managed, customizable workflow system to enhance collaboration and decision-making in AI applications.

rb-mcp

1

by syyunn

Robinhood MCP Server is a Model Context Protocol server designed to offer Robinhood trading functionalities to LLM clients like Claude Desktop. It features tools for accessing stock information and executing trading operations, while ensuring secure management of user credentials.

GeminiMcpTest

1

by palolxx

The Gemini Thinking Server is an MCP server that leverages Google's Gemini API to enable advanced analytical thinking and problem-solving capabilities. It focuses on breaking down complex problems, exploring different thought paths, and offering insights into reasoning processes.

paylink_mcp_server

1

by jameskanyiri

PayLink is an open-source framework designed to ease payment integration for developers working with AI agents and financial applications in Africa. By utilizing the Model Context Protocol, it offers a streamlined approach to connect with various payment providers, enhancing scalability and reducing redundant efforts.

bruno-api-mcp

1

by djkz

The Bruno API MCP Server is a tool that transforms Bruno API collections into Model Context Protocol (MCP) tools. It helps developers integrate APIs by simplifying debugging and reducing the need for custom tool development.

mcp-server-aws-sso

1

by aashari

AWS SSO MCP Server is designed to facilitate secure interaction between AI systems and AWS resources through SSO. It offers features such as multi-account support and AWS CLI compatibility, providing seamless and secure credential management.

osp-marketing-tools-mcp

1

by x51xxx

OSP Marketing Tools for Node.js is a TypeScript implementation of a Model Context Protocol (MCP) server, offering tools for marketing content creation and optimization. It provides solutions like product value map generation and SEO metadata creation, leveraging Open Strategy Partners' methodologies to deliver efficient, high-quality marketing tools.

mcp_content

1

by marioluciofjr

This project is a simple MCP-Server that assists in organizing content creation ideas by generating thematic structures. It uses FastMCP and is aligned with the Model Context Protocol, aiding in content diversity and organization.

mcp-server-igcl-poc

1

by paulchi-intel

This project is a Proof of Concept for an MCP server that enables interaction with Intel Graphics hardware. It features a modular architecture and integrates with AI assistants like Claude to enhance graphics control capabilities.

HuLa-MCP

1

by HuLaSpark

HuLa MCP Service is a server-side solution that enhances the HuLa messaging app with features like resource access, tool operations, and context management for LLMs. Built with TypeScript, it integrates with AI assistants and provides structured information for effective communication and data handling.

kagi-mcp-server

1

by elliottlawson

The Kagi MCP Server is a Node.js project designed to enable AI assistants to perform web searches using the Kagi search API. It supports multiple search queries and formatted results, with no build steps needed for deployment.

ideogram-mcp-server

1

by flowluap

The Ideogram MCP Server is a server implementation designed to utilize Ideogram's AI API for image generation, editing, and description. The server supports operations like text-to-image generation and image editing, and it requires an Ideogram API key to function.

Resume-Analyzer-Agent

1

by MohammadWasiq0786

This project enables users to upload and analyze resumes, identify skill gaps, fetch matching jobs from LinkedIn and Naukri, and integrate with external tools through a FastMCP Server. It leverages EURI AI for analysis and Apify for job fetching within a modular and scalable environment.

oci-mcp-server

1

by rohit1223

oci-mcp-server is a Python-based MCP server designed to manage Oracle Cloud Infrastructure API Gateways. It features integration with LLM clients and provides both programmatic and natural language interaction with OCI resources. Ideal for automating API Gateway management within the OCI environment.

prompt-book-mcp-server

1

by cardinalblue

The Prompt Book Server is a tool designed to facilitate the management of AI prompts stored in Notion databases. It supports multiple prompt collections and provides search, retrieval, and management capabilities to streamline interaction with AI tools.

mcp-server-flipt

1

by flipt-io

Flipt MCP Server is a Model Context Protocol server that facilitates AI interactions with feature flags, providing capabilities to manage and evaluate flag settings. It is designed for integration with various AI assistants and can be deployed using multiple methods including Docker and Node.

trade-agent-mcp

1

by Trade-Agent

The Trade Agent MCP Server allows users to interact with stock and crypto brokerages using natural language, supporting tasks like executing trades and retrieving market insights. It is a remote solution, requiring no local deployment.

agora-mcp

1

by Fewsats

Agora MCP is a Model Context Protocol server that connects AI assistants to a universal product search engine, allowing users to seamlessly discover and purchase products online. It supports customizable product searches and has features like advanced filtering and sorting, with upcoming support for shopping cart management and checkout.

remote-mcp-server-authless-talk-to-db

1

by elizabethsiegle

The project allows users to deploy a remote MCP server on Cloudflare Workers, enabling interactions with a D1 SQL database. It supports multiple clients and provides a no-authentication, cloud-based solution for AI integrations.

fish-speech-mcp

1

by demon24ru

Fish-speech-mcp is an MCP server designed to provide text-to-speech synthesis capabilities for large language models (LLMs). It allows users to convert text into speech and save voice references for future use. The server integrates with Dive and other MCP-compatible LLMs, offering enhanced text-to-speech functionalities.

MCP-Elevenlab-Scribe-ASR

1

by aromanstatue

The ElevenLabs Scribe MCP Server is a speech-to-text server implementation utilizing the Model Control Protocol to offer real-time and batch transcription capabilities, along with advanced context management. It supports multiple audio formats, real-time communication via WebSocket, and automatic language detection.

confluence-mcp

1

by nguyenvanduocit

Confluence MCP is a Go-based Model Context Protocol server designed to integrate AI assistants with Atlassian Confluence. It allows for seamless interaction with Confluence content, enabling search, retrieval, creation, and updating of pages through standardized protocols.

wcgw

1

by lekt9

This project provides tools to empower chat applications like Claude and ChatGPT to perform coding, building, and running tasks on local machines. It offers a shell and coding agent MCP server setup, facilitating operations on macOS for Claude and Linux or macOS for Chatgpt, with special modes and protections for efficient task execution.

mcp-server-chat-history

1

by FxckingAngel

MCP Server Chat History provides access to chat histories and enables search functionalities for agentic LLMs and clients. Key features include listing, fetching, and searching chats, as well as saving messages to chats.

netsuite-mcp-server-by-cdata

1

by CDataSoftware

CData's MCP Server for NetSuite allows natural language querying of live NetSuite data using a read-only interface. It integrates with the CData JDBC Driver to provide SQL-like access without requiring SQL knowledge. This server supports easy setup with a connection string and properties file configuration.

consul-mcp-server

1

by 3loka

The Consul MCP Server is designed for managing and analyzing microservices architectures through HashiCorp Consul using Anthropic's Model Control Protocol (MCP). By utilizing natural language interaction, it provides insights, diagrams, and diagnostic recommendations.

Gemini-Data-Analysis-Research-MCP-Server

1

by falahgs

Gemini Data Analysis & Research MCP Server leverages Google's AI for advanced data analysis, research generation, and automated communications. It integrates analysis, reporting, and professional email delivery, enhancing research efficiency and stakeholder engagement.

openai-mcp

1

by jezweb

This project provides an MCP server to integrate OpenAI's DALL-E API for image generation, specifically built to work with Roo Code and other MCP-compatible AI assistants. It offers comprehensive support for all API options, enabling precise control over image generation.

skysql-mcp

1

by skysqlinc

SkySQL MCP Server provides a robust interface for managing SkySQL database instances and offers interaction capabilities with AI-powered agents. It supports SQL execution, database monitoring, and credential management, enhancing database operations.

eigenlayer-mcp-server

1

by Layr-Labs

The EigenLayer MCP Server is designed to interface EigenLayer documentation with AI assistants through the Model Context Protocol. It can operate as both a local server and a Vercel serverless function, aimed at testing rather than production usage.

NexusHub

1

by webdevtodayjason

NexusHub is an MCP server designed to connect Claude AI to various external services, enhancing its capabilities with tools for filesystem access, database management, and integration with platforms like GitHub and Brave Search. It offers a modern dashboard, dual interface support, and easy integration through Docker.

folderr-mcp-server

1

by folderr-tech

Folderr MCP Server is designed to manage and interact with Folderr Assistants via a Model Context Protocol server. It supports authentication, assistant management, and provides detailed error handling for seamless integration into existing systems.

remote-mcp-server-authless

1

by wilhelmklopp

This project provides a method to deploy a remote MCP server on Cloudflare Workers without authentication, facilitating the integration and testing of custom tools via Cloudflare AI Playground or local MCP clients such as Claude Desktop.

contextbase

1

by imfeniljikadara

ContextBase is an MCP server that provides functionality for AI assistants to manage user-specific context efficiently through a simple API. It features secure authentication, comprehensive logging, and memory management using a modern tech stack.

Browser-use-claude-mcp

1

by jasondsmith72

This project is a Model Context Protocol server that facilitates browser automation for AI models, allowing them to perform web interactions through natural language. It features integration with multiple AI providers and is built with TypeScript for reliability.

jobspy-mcp-server

1

by borgius

JobSpy MCP Server is an MCP server that integrates with tools like the JobSpy tool, allowing AI assistants to perform job searches across multiple platforms. It supports structured data outputs and is configurable via environment variables or Docker.

perplexity-mcp-server

1

by cyanheads

The Perplexity MCP Server is designed to connect AI systems with the Perplexity AI API using the Model Context Protocol. It facilitates search-augmented queries and supports robust utilities for logging and error management. The project emphasizes type safety and security.

Mcp.OpenAI.ImageGeneration

1

by KichangKim

The MCP OpenAI Image Generation is a server that utilizes the OpenAI image generation API to facilitate AI-generated images, allowing these to be created or edited through prompts. It requires the .NET SDK and integrates with AI agents through configurable settings.

Claude_MCP_Server

1

by risherb

Claude MCP Server is a Flask-based integration allowing Claude AI to perform real-time web searches using DuckDuckGo. The server enables natural conversation by incorporating live search results, leveraging Claude's advanced capabilities.

mcp-gemini-server

1

by Novakiki

The MCP Gemini Server is an MCP server providing integration with Google's Gemini model through standardized MCP tools. It includes features like text generation, function execution, stateful chat, and file handling to streamline usage of Gemini models within MCP-compatible systems.