"Multi MCP (Model Context Protocol) implementation or management" matching MCP servers:

Model Context Protocol (MCP) -official
Code Execution Version Control Hybrid
UOR-Foundation
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security
-
license
-
quality
A GitHub-based implementation of the Model Context Protocol that enables LLMs to access and manipulate data in a Universal Object Reference (UOR) framework, providing standardized interfaces for object management with decentralized storage.
Last updated 2025-10-01
Model Context Protocol Multi
DHEERAJPRAKASH
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security
F
license
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quality
Demonstrates custom MCP servers for math and weather operations, enabling multi-agent orchestration using LangChain, Groq, and MCP adapters for both local and remote tool integration.
Last updated 2025-07-21
1
Multi-Model Advisor
RAG Systems Agent Orchestration Code Execution
YuChenSSR
A
security
A
license
-
quality
An MCP server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question for more comprehensive answers.
Last updated 2025-04-02
2
78
MIT
Model Context Protocol Demo
RAG Systems Finance Hybrid
digital-duck
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security
A
license
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quality
A demonstration server for the Model Context Protocol (MCP) that exposes calculator and Yahoo Finance tools, allowing LLMs to interpret natural language requests and make tool calls via the MCP standard.
Last updated 2025-06-09
1
Apache 2.0
ArcadeDB Multi-Model DBMSofficial
Databases Vector Databases RAG Systems
ArcadeData
A
security
A
license
A
quality
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.
Last updated 2026-04-17
10
808
Apache 2.0
MCP - Model Context Protocol
RAG Systems Vector Databases Autonomous Agents
eversonpereira
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security
F
license
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quality
A conversational application server that integrates LLM capabilities via Ollama with vector memory context, supporting multiple users, sessions, automatic history summarization, and a plugin system for executing real actions.
Last updated 2025-05-07
MCP (Model Context Protocol)
HarishGangula
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security
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license
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quality
A TypeScript implementation of a Model Context Protocol server and client that enables interaction with language models (specifically Mistral running on Ollama).
Last updated 2025-05-05
Model Context Protocol Server
RAG Systems Databases Search
Shekharmaheswari85
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security
F
license
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quality
A middleware server that intelligently routes AI model queries to appropriate data sources, providing contextual information to enhance AI responses.
Last updated 2025-06-14
MCP (Model Context Protocol)
Code Execution Version Control Location Services
sainath1420
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security
F
license
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quality
A server implementation demonstrating how AI models can interact with external tools and services through Model Context Protocol, featuring integrations for calculator functions, GitHub repositories, and Google Maps searches.
Last updated 2025-05-15
Model Context Protocol Server
RAG Systems Search Agent Orchestration
arkeodev
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security
A
license
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quality
Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.
Last updated 2025-04-27
2
MIT
Model Context Protocol Python
Research & Data Search
vnkishortech
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security
F
license
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quality
A Python implementation of the Model Context Protocol (MCP) server that enables searching and extracting information from arXiv papers, designed to be extensible with additional MCP tools.
Last updated 2025-07-05
CMR Model Context Protocolofficial
Search Research & Data Open Data
podaac
A
security
F
license
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quality
An MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.
Last updated 2026-03-14
1
4
Telos Model Context Protocol
Blockchain Autonomous Agents
AporiaLabs
A
security
F
license
-
quality
An MCP server providing access to Telos, a philosophical AI mentor that combines rationalist thinking with stoic philosophy to offer personalized guidance and smart contract accountability on Solana.
Last updated 2025-07-27
1
67
1
Model Context Protocol Server
Code Execution Developer Tools Shell Access
kanwardeep007
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security
F
license
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quality
An MCP server for integrating AI models with client applications, allowing for structured interactions with APIs using command-line arguments for authentication and configuration.
Last updated 2025-07-25
3,006
Model Context Protocol Server
Agent Orchestration Developer Tools Autonomous Agents
hyen43
A
security
F
license
-
quality
A server built with mcp-framework that allows users to extend Claude's capabilities by adding custom tools that can be used through the Claude Desktop client.
Last updated 2025-04-21
3
75
Spotify Model Context Protocol
Entertainment & Media Developer Tools App Automation
belljustin
A
security
A
license
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quality
Enables creating Spotify playlists based on text descriptions by connecting Cursor editor to Spotify's API through OAuth authentication.
Last updated 2025-04-28
3
2
MIT
Aviation Model Context
Travel & Transportation Location Services Weather Services
blevinstein
A
security
F
license
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quality
Integration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.
Last updated 2025-05-13
1
7
8
Model Context Protocol Server
Knowledge & Memory Autonomous Agents Remote
BilgisayarKavramlari
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security
F
license
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quality
A stateful gateway server for AI applications that solves the memory limitations of Large Language Models by maintaining separate conversation contexts for each user.
Last updated 2025-08-11
17
Model Context Protocol Server
RAG Systems Autonomous Agents Remote
ashishpatel26
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security
F
license
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quality
A server exposing intelligent tools for enhancing RAG applications with entity extraction, query refinement, and relevance checking capabilities.
Last updated 2025-05-15
34
Model Context Protocol (MCP)
Developer Tools Agent Orchestration API Testing
suspicious-cow
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security
F
license
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quality
A Python implementation of the MCP server that enables AI models to connect with external tools and data sources through a standardized protocol, supporting tool invocation and resource access via JSON-RPC.
Last updated 2025-05-12
1
SearXNG Model Context Protocol
Search Browser Automation Hybrid
aeon-seraph
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security
A
license
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quality
A server that enables language models to perform web searches through SearXNG using the Model Context Protocol standard.
Last updated 2025-03-08
158
2
MIT
AWS Model Context Protocol
Cloud Platforms Shell Access Command Line
alexei-led
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security
A
license
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quality
A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.
Last updated 2026-02-27
181
MIT
Square Model Context Protocolofficial
App Automation E-commerce & Retail Developer Tools
square
A
security
A
license
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quality
Enables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.
Last updated 2026-02-14
3
106
95
Apache 2.0
Apify Model Context Protocol
ampcome-mcps
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security
A
license
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quality
Enables AI assistants to use Apify Actors as tools to perform specific tasks like web scraping, data extraction, and searching across various platforms through the Model Context Protocol.
Last updated 2025-07-15
11,943
Apache 2.0
Clicks Protocolofficial
Blockchain Finance Web3 & Decentralized Tech
clicks-protocol
A
security
A
license
A
quality
Autonomous DeFi yield for AI agents on Base. Query APY rates, agent status, payment splits, and referral stats. 4 read-only tools + 1 resource.
Last updated 2026-04-15
9
1
MIT
Schwab Model Context Protocol
Finance API Testing Autonomous Agents
jkoelker
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security
A
license
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quality
A server that implements the Model Context Protocol for Schwab API, allowing access to account information, positions, stock quotes, and order/transaction history designed for integration with Large Language Models.
Last updated 2026-04-16
41
MIT
Model Context Protocol (MCP)
RAG Systems Autonomous Agents Agent Orchestration
infinyte
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security
F
license
-
quality
A unified API server that enables interaction with multiple AI model providers like Anthropic and OpenAI through a consistent interface, supporting chat completions, tool calling, and context handling.
Last updated 2026-02-13
IMCP - Insecure Model Context
Code Execution RAG Systems Security
nav33n25
A
security
F
license
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quality
IMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about real
Last updated 2025-07-04
15
4
JavaScript
Model Context Protocol (MCP)
Developer Tools Code Execution Autonomous Agents
hideya
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security
A
license
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quality
This server facilitates the invocation of AI models from providers like Anthropic, OpenAI, and Groq, enabling users to manage and configure large language model interactions seamlessly.
Last updated 2026-02-13
12
MIT
Model Context Protocol
Databases Developer Tools Remote
endaoment
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security
F
license
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quality
A server that allows AI models to interact with PostgreSQL databases through a standardized protocol, providing database schema information and SQL query execution capabilities.
Last updated 2026-01-07
2
Multi MCP
Agent Orchestration Developer Tools Hybrid
itstanner5216
A
security
A
license
-
quality
A flexible proxy server that aggregates multiple backend MCP servers into a single interface using STDIO or SSE transports. It supports dynamic server management via an HTTP API and utilizes namespacing to prevent tool conflicts across connected services.
Last updated 2026-04-13
3
MIT
Ragie Model Context Protocol
RAG Systems Knowledge & Memory Remote
ragieai
A
security
A
license
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quality
An MCP server that enables AI models to retrieve information from Ragie's knowledge base through a simple 'retrieve' tool.
Last updated 2026-02-04
30
87
MIT
Banking Model Context Protocol
Communication Security Remote
Abhinav-pyth
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security
F
license
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quality
Implements a secure message communication protocol for handling exchanges between the banking chatbot and Azure OpenAI, providing message queuing, reliability, and detailed logging.
Last updated 2025-04-20
1
MCP - Model Context Protocol
Developer Tools Code Execution
CodePlayData
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security
A
license
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quality
A TypeScript wrapper library for the Model Context Protocol SDK that provides a simplified interface for creating MCP servers with tools, resources, and prompts without needing to work directly with the protocol.
Last updated 2025-08-17
8
AGPL 3.0
MCP Demo Application
Developer Tools Hybrid
mic-havock
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security
F
license
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quality
A comprehensive demonstration server that provides tools for calculations, weather, and note management alongside an interactive web interface. It showcases how AI assistants can seamlessly interact with external data sources and functions using the Model Context Protocol.
Last updated 2026-03-09
Cloudzero Model Context
Cloud Platforms Search Local
burkestar
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security
A
license
-
quality
A server that allows users to query and analyze cloud cost data from Cloudzero using natural language through Large Language Models.
Last updated 2025-03-19
5
MIT
OpenTK Model Context Protocol
Government Data Search Open Data
r-huijts
A
security
A
license
-
quality
A bridge between large language models and Dutch parliamentary data, providing access to Dutch parliamentary documents, debates, and member information from the Tweede Kamer.
Last updated 2025-10-30
14
6
20
MIT
Square Model Context Protocol
E-commerce & Retail Databases Hybrid
ampcome-mcps
A
security
A
license
-
quality
Allows AI assistants to interact with Square's connect API, providing access to Square's complete API ecosystem for managing payments, orders, customers, inventory, and more.
Last updated 2025-08-05
3
106
Apache 2.0
Solana Model Context Protocolofficial
Blockchain Developer Tools Hybrid
solana-foundation
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security
A
license
-
quality
A simple MCP server implementation that provides AI models with basic Solana RPC methods and helpful development prompts.
Last updated 2025-03-10
2
43
MIT
Open Data Model Contextofficial
Open Data Research & Data RAG Systems
OpenDataMCP
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security
A
license
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quality
Access to many public datasets right from your LLM application.
Last updated 2024-12-20
148
MIT
meMCP - Memory-Enhanced Model
mixelpixx
A
security
A
license
-
quality
A persistent memory system for Large Language Models (LLMs) that enables continuous learning and knowledge retention across sessions through the Model Context Protocol (MCP).
Last updated 2025-07-19
24
5
4
MIT
PMCP - Perfect Model Context
RAG Systems Shell Access Databases
NoobyNull
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security
-
license
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quality
A comprehensive production-ready MCP server with AI integration, plugin management, and web-based administration. Features multi-database support, RAG capabilities, SSH/SFTP access, and a built-in plugin hub for managing the MCP ecosystem.
Last updated 2025-08-26
MIT
Multi-MCP Hub
Developer Tools Agent Orchestration Security
manbavaran
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security
F
license
-
quality
A centralized gateway and router that integrates multiple MCP servers into a single endpoint with built-in policy enforcement and secret management. It features a Web GUI for managing tool access, audit logs, and multi-environment configurations across various sub-servers.
Last updated 2026-02-28
Context
Developer Tools Documentation Access Web Scraping
neuledge
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security
A
license
-
quality
Local-first documentation for AI agents
Last updated 2026-04-09
374
150
Apache 2.0
OpenAPI to Model Context
Agent Orchestration API Testing Remote
gujord
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security
A
license
-
quality
A proxy server that bridges AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools, enabling seamless interaction without custom integration code.
Last updated 2025-12-14
67
MIT
S/MCP - Stern Model Context
Blockchain Web3 & Decentralized Tech Education & Learning Tools
Akrasia0
A
security
F
license
-
quality
An MCP server that provides access to Stern, a philosophical AI mentor combining rationalist thinking with stoic philosophy to guide users through personalized mentorship and smart contract accountability on Solana.
Last updated 2025-04-30
1
67
2
Gaia-Protocol
RAG Systems Shell Access Web Scraping
KOSASIH
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security
A
license
-
quality
Gaia Protocol—a planetary DAO for global resource management using quantum-entangled ledgers and algorithmic governance.
Last updated 2026-02-02
6
MIT
Openfort Model Contextofficial
Blockchain Developer Tools Cloud Platforms
openfort-xyz
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security
F
license
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quality
A plug-and-play solution that enhances AI assistants by enabling them to create projects, manage configurations, and interact with Openfort's wallet infrastructure through 42 specialized tools.
Last updated 2025-08-27
4
Damn Vulnerable Model Context
Security Code Execution Autonomous Agents
harishsg993010
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security
F
license
-
quality
An educational project that deliberately implements vulnerable MCP servers to demonstrate various security risks like prompt injection, tool poisoning, and code execution for training security researchers and AI safety professionals.
Last updated 2025-12-08
1,277
Solana Model Context Protocol
Blockchain Search Remote
omaidf
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security
F
license
-
quality
A Solana blockchain interaction server that allows AI tools to query blockchain data using natural language, access structured token information, and generate human-readable explanations of complex blockchain concepts.
Last updated 2025-04-26
6