Model Context Protocol Servers

MCPOfficialOpen SourceMIT28.3

by VectorYQ • Security & Privacy

A curated collection of reference and community Model Context Protocol (MCP) server implementations that give LLMs secure, controlled access to tools and data sources.

Example Use Cases

1
Secure, standardized access to external tools and data sources (databases, file systems, web search, cloud services) via MCP tools.
2
Perform data retrieval and RAG-style workflows (vector stores, knowledge bases, search) using community-built MCP servers.
3
Automate or query infrastructure and SaaS platforms (GitHub, Slack, Google Drive, Kubernetes, cloud providers) through vetted reference implementations.

Description

This repository aggregates reference implementations and third‑party MCP servers (TypeScript and Python) demonstrating how to expose tools, data sources, and workflows to LLM agents via the Model Context Protocol. It includes official reference servers, many community integrations, framework tooling, and resources to discover and run MCP servers locally or via registries. The project is managed by Anthropic and published under an open source MIT license to encourage community contributions and extensibility.

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 3 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 ModelFree

Capabilities9 Tools / 0 Prompts / 0 Resources

OwnerVectorYQ

CategorySecurity & Privacy

DependenciesStandalone

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