MCP Servers

mcp-server-playground

psaboia7

TypeScript MCP server playground for learning and testing integrations.

Experiment with MCP server development using TypeScript

Test MCP server integrations with Claude Desktop

MCPServerTest

NanGePlus7

Comprehensive MCP server test suite with multi-service and custom server demos.

Demonstrate multi-service MCP server implementations

Test custom MCP servers with arithmetic operations

intruder-mcp

intruder-io7

MCP server enabling AI agents to control Intruder security platform.

Automate security scans via AI agent commands

Integrate Intruder with AI-driven security workflows

multi-llm-cross-check-mcp-server

lior-ps7

Cross-check multiple LLM responses simultaneously for reliable AI outputs.

Compare answers from multiple LLMs for consistency verification

Aggregate responses from different LLM providers in real time

gmail-mcp-server

ivanlhz7

Expose Gmail API via MCP for seamless LLM integration and email context access.

Access Gmail inbox and email metadata via MCP

Retrieve and summarize email content for LLM processing

mirror-vectax-mcp-server

mirrorsecai7

Secure MCP server for privacy-preserving text embeddings and sensitive data protection.

Generate privacy-preserving text embeddings for semantic search

Encrypt sensitive text entities with format-preserving encryption

spring-io-api-mcp

martinlippert7

MCP server providing up-to-date Spring project release and support data.

Query latest release versions of Spring projects

Retrieve support generation timelines for Spring releases

express-mcp-sse-server

yunusemredilber7

MCP server enabling real-time communication via Server-Sent Events (SSE).

Enable real-time model context updates via SSE

Stream live data to MCP clients

server-google-jobs

ChanMeng6667

Google Jobs MCP server enabling multi-language job search via SerpAPI with smart error handling.

Integrate real-time Google Jobs search into AI applications

Enable multi-language job search queries for global users

misp-mcp

Eacus7

MISP MCP server enabling seamless interaction with MISP threat intelligence platform.

Integrate MISP threat intelligence into AI-driven security workflows

Query and retrieve malware and threat data from MISP via LLMs

mcp-server-local-web-search

FradSer7

Local web search MCP server with content extraction and domain filtering.

Perform local web searches with customizable result limits

Extract structured content from web pages for LLM context

code-context-mcp

fkesheh7

MCP server delivering semantic code context from local git repositories with embeddings.

Clone and index local git repositories for semantic code search

Generate embeddings for code chunks to enable advanced code understanding

devdocs-mcp

llmian-space7

MCP server for managing and integrating documentation with resource templates.

Provide URI-based access to documentation resources

Manage documentation lifecycle with stateful resource templates

dynamodb-mcp-server

imankamyabi7

MCP server for seamless Amazon DynamoDB management including tables, indexes, capacity, and data operations.

Create and configure DynamoDB tables programmatically

Manage Global and Local Secondary Indexes on DynamoDB tables

mcp-test-servers

msfeldstein7

Collection of test servers implementing the Model Context Protocol (MCP).

Test MCP server implementations for protocol compliance

Validate MCP server-client interactions in development