MCP Servers Collection

MCPOfficialOpen SourceMIT10.0

by tonykonst • Search & Retrieval

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

Example Use Cases

1
Access and manipulate repositories, files, and version control (e.g., Git, GitHub, Filesystem servers).
2
Query and analyze structured data sources like PostgreSQL, BigQuery, Snowflake, and other databases.
3
Web retrieval, search, scraping, and RAG-style document access (e.g., Brave Search, Fetch, Puppeteer, web RAG servers).

Description

This repository contains reference implementations (TypeScript and Python) of MCP servers and a large catalog of official and community-built servers demonstrating how MCP can connect LLMs to tools, databases, file systems, web search, and more. It includes examples, frameworks, and getting-started instructions (npx, uvx, pip) plus configuration examples for clients like Claude Desktop. The collection is intended as both a learning resource and a registry of servers you can run locally or integrate into agent workflows. Managed by Anthropic and licensed under MIT, it links to additional resources and third-party 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

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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

Ownertonykonst

CategorySearch & Retrieval

DependenciesStandalone

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