Model Context Protocol Servers

MCPOfficialOpen SourceMIT26.3

by bitflower • APIs & Integration

A collection of reference implementations for the Model Context Protocol (MCP) showcasing how it can securely connect LLMs to various tools and data sources.

Example Use Cases

1
Retrieve and interact with cloud-based data sources securely.
2
Controlled access to APIs and platforms like Google Maps, Redis, and GitHub.
3
Perform secure file and database operations.

Description

This repository contains a comprehensive set of reference implementations for the Model Context Protocol. It aims to demonstrate the versatility and extensibility of MCP by providing reference servers that showcase secure and controlled access to various tools, platforms, and data sources for Large Language Models (LLMs). These reference servers are implemented using the TypeScript or Python MCP SDKs.

Capabilities(9 total)

Tools (9)

create_entities

Create multiple new entities in the knowledge graph

entities:array*

create_relations

Create multiple new relations between entities in the knowledge graph. Relations should be in active voice

relations:array*

add_observations

Add new observations to existing entities in the knowledge graph

observations:array*

delete_entities

Delete multiple entities and their associated relations from the knowledge graph

entityNames:array*

delete_observations

Delete specific observations from entities in the knowledge graph

deletions:array*

Quick Actions

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Security

Scanned 2 month(s) ago

Risk Level

MINIMAL

Read-only data retrieval, no side effects

Trust Score

C56/100

6/17 checks passed

Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.

Quick Stats

Service TypeMCP

Pricing ModelUnknown

Capabilities9 Tools / 0 Prompts / 0 Resources

Ownerbitflower

CategoryAPIs & Integration

DependenciesStandalone

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