MCP Reference Servers

MCPOfficialOpen SourceMIT22.3

by kouyou7035 • Identity & Access

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

Example Use Cases

1
Ready-made, example tool integrations (filesystem, git, databases, search, etc.) to enable secure access to external data and actions.
2
Prototype or test MCP workflows quickly by launching example servers locally via npx, uvx, or pip and connecting them to an MCP client.
3
Discover community-built MCP servers or frameworks and find integration patterns and resources for building custom MCP servers.

Description

This repository houses reference MCP servers implemented with the TypeScript and Python MCP SDKs, demonstrating how to expose tools, data sources, and retrieval systems to LLMs. It includes official example servers (filesystem, git, memory, search, databases, etc.), links to many third-party/community servers, and frameworks/resources to help you build or deploy MCP servers. The README contains usage examples (npx / uvx / pip) and guidance for integrating servers into MCP clients like Claude Desktop. It is maintained by Anthropic in collaboration with the community as an open-source reference collection.

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 1 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

Ownerkouyou7035

CategoryIdentity & Access

DependenciesStandalone

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