MCP Reference Servers

MCPOfficialOpen SourceMIT8.7

by POC-2025 • NLP & LLM

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

Example Use Cases

1
Ready-to-run reference implementations to connect LLMs to common services (filesystems, databases, Git, cloud providers) via MCP tools.
2
A searchable registry of community MCP servers to extend capabilities (search, QA, automation, vector stores, analytics).
3
Examples and quick-start commands (npx, uvx, pip) to install and configure MCP servers for local or hosted use.

Description

This repository aggregates official reference MCP servers (TypeScript and Python) and links to many third-party/community servers, demonstrating how MCP can be used to expose tools, data, and workflows to LLM agents. It includes usage examples (npx, uvx, pip) and configuration samples for clients like Claude Desktop, plus guidance for building your own MCP servers. Managed by Anthropic and licensed under MIT, it serves both as a learning resource and as a registry of available MCP integrations.

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

View on GitHub

Security

Scanned 2 month(s) ago

Risk Level

MINIMAL

Read-only data retrieval, no side effects

Trust Score

C57/100

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

OwnerPOC-2025

CategoryNLP & LLM

DependenciesStandalone

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