MCP Servers Collection

MCPOfficialOpen SourceMIT10.0

by thanhvinh199700 • Analytics & Monitoring

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

Example Use Cases

1
Access and search files, notes, and repositories (e.g., filesystem, Git, Google Drive, Obsidian) to provide context-aware responses.
2
Query and analyze structured data and analytics (e.g., PostgreSQL, MySQL, BigQuery, Snowflake, ClickHouse) with schema inspection and read/query capabilities.
3
Fetch and scrape web content or automate browsers and tools (e.g., Fetch, Brave Search, Puppeteer, Playwright, Apify) to enrich responses with live data.

Description

This repository aggregates reference MCP servers implemented with the TypeScript and Python MCP SDKs and demonstrates how MCP can be used to connect LLMs to a wide variety of tools and data (filesystems, databases, web search, browser automation, cloud services, etc.). It includes both official reference servers and a large directory of third‑party/community servers and frameworks, plus usage examples for running servers locally (npx, uvx, pip) and configuring clients like Claude Desktop. Managed by Anthropic and intended as an open, community-driven resource for building, testing, and deploying MCP servers.

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

8/17 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

Ownerthanhvinh199700

CategoryAnalytics & Monitoring

DependenciesStandalone

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