About Go MCP
Go MCP is an MCP server published by MikeLuu99 in the Developer Tools category: collection of go mcp servers. It has been installed 0 times through Conduid.
Six months or more without a commit doesn't mean the server is broken, but check the open issues (0) before depending on it in production.
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README
Go MCP
A collection of Model Context Protocol (MCP) servers implemented in Go for memory management and research paper storage.
MCP Servers
1. Memory MCP Server
A vector-based memory storage system that provides semantic search capabilities.
Features:
- Add/update memories with unique IDs
- Semantic search using vector similarity
- Metadata support for enhanced context
- Upstash Vector integration
Tools:
add-to-memory: Store or update memory contentsearch-memory: Find memories using semantic similarityget-memory: Retrieve specific memory by ID
2. Research Papers MCP Server
A Redis-based system for storing and retrieving research papers with fuzzy matching.
Features:
- Store research papers with titles and summaries
- Exact title matching
- Fuzzy matching with edit distance for approximate searches
- Redis backend for reliable storage
Tools:
set-new-research-paper: Add new research paperget-research-paper: Retrieve paper with fuzzy matching support
Setup
- Install dependencies:
go mod tidy
- Create a
.envfile with required environment variables:
# For Memory MCP
VECTOR_DB_URL=your_upstash_vector_url
TOKEN=your_upstash_token
# For Research Papers MCP
REDIS_URL=your_redis_url
Running the Servers
Memory MCP Server
go run cmd/memory-mcp/main.go
Server runs on port 9090
Research Papers MCP Server
go run cmd/research-papers-mcp/main.go
Server runs on port 8080
API Endpoints
Both servers expose SSE (Server-Sent Events) endpoints:
- SSE Endpoint:
/mcp/sse - Message Endpoint:
/mcp/message
Testing
The project includes comprehensive test suites for both MCP servers located in the test/ directory.
Running Tests
Run all tests:
go test ./test/... -v
Run tests for specific server:
# Memory MCP tests
go test ./test/memory_mcp_test.go -v
# Research Papers MCP tests
go test ./test/research_papers_mcp_test.go -v
Test Coverage
Memory MCP Server Tests:
add-to-memorytool: Storage with/without metadata, error handlingsearch-memorytool: Semantic search functionality, no results scenariosget-memorytool: Memory retrieval by ID, not found scenarios
Research Papers MCP Server Tests:
set-new-research-papertool: Paper storage, error handlingget-research-papertool: Exact matching, fuzzy matching with Levenshtein distance, boundary conditions
Both test suites use mock implementations to avoid external dependencies during testing.
Dependencies
- mcp-go - Go MCP implementation
- upstash/vector-go - Vector database client
- redis/go-redis - Redis client
- godotenv - Environment variable loading
- levenshtein - Edit distance calculation
README mirrored from the source repository 4 months ago. The original is authoritative.