MCP Reference Servers

MCPOfficialOpen SourceMIT25.0

by AojdevStudio • Identity & Access

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

Example Use Cases

1
Secure, standardized access to a variety of tools and data sources (databases, file systems, cloud APIs) via MCP servers.
2
Perform retrieval and summarization workflows (RAG) by integrating vector stores, web fetchers, and search APIs.
3
Run or prototype integrations (e.g., Git, GitHub, Slack, Google Drive, PostgreSQL) with example server implementations and SDKs.

Description

This repository provides reference implementations and examples of MCP servers (TypeScript and Python) for many integrations — from filesystems, databases, and search to web fetching and cloud services. It showcases official and community-built servers, frameworks, and resources to help developers deploy and use MCP servers with LLM clients. The examples and integrations are intended to demonstrate best practices, extensibility, and how to safely expose tools/data to agents. Managed by Anthropic, the project encourages community contributions and provides links to documentation, registries, and ancillary tooling.

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 ModelFree

Capabilities9 Tools / 0 Prompts / 0 Resources

OwnerAojdevStudio

CategoryIdentity & Access

DependenciesStandalone

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