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MCP servers by shriramkv
shriramkv publishes 9 live MCP servers on GitHub. Listed by trust score; the score reflects each repository's own health, security checks, and documentation.
Create MCP Server
Scaffold a lean, best-practice MCP server that passes the quality checks by construction, with tests, CI and docs built in.
Mock Server
A zero-dependency, configurable mock MCP server for testing MCP clients and harnesses. Serves a correct MCP handshake over stdio (initialize, tools/list, tools/call). You describe…
Context Budget
Measure and grade (A to F) the context-token cost of an MCP server's tool surface, with CI gates to stop it bloating.
Beyond Tools
A reference MCP server demonstrating correct use of all three primitives: tools, resources, and prompts. Companion to the AAIF blog "The Unknowns of MCP
Audit
A CI-friendly open-source CLI that statically audits MCP servers before they are wired into AI agents. It flags tool poisoning, hidden Unicode payloads, misleading annotations, an…
Conformance Kit
mcp-conformance-kit: Making MCP Server Correctness Measurable
Gaurdrail Gateway
No description published.
Prompts Resources
A zero-dependency CLI that validates and grades an MCP server's resources and prompts primitives A to F over stdio, filling the gap left by the tool-only checkers and slotting in…
Client Config Audit
Audits MCP client configs (Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, goose) for risky server wiring like unpinned packages, leaked secrets, shell wrappers and unsafe…