MediaWiki MCP Server
Enables LLM clients to interact with any MediaWiki wiki using the Model Context Protocol.
Directory
Search MCP Servers
DDEV MCP Server
Manage DDEV projects, enabling LLM applications to interact with local development environments through the MCP protocol.
WordPress Dev Docs
Access WordPress development rules and best practices from the WordPress LLM Rules repository.
Contrast MCP Server
Remediate vulnerabilities found by Contrast products using LLM and Coding Agent capabilities.
Cucumber Studio
Provides LLM access to the Cucumber Studio testing platform for managing and executing tests.
Qwen-Agent
A framework for developing LLM applications with capabilities like tool usage, planning, and memory, based on the Qwen model.
dekko
fast, offline, dependency-free static code map generator and codebase indexer for LLM coding agents.
Keyblind
Encrypted secrets vault for AI agents stores API keys in AES-256-GCM and resolves them at MCP runtime so plaintext never touches the LLM transcript.
goose
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
MCP Context Server
Server providing persistent multimodal context storage for LLM agents.
conKurrence
AI evaluation toolkit — measure inter-rater agreement (Fleiss' κ, Kendall's W) across multiple LLM providers
Arkheia Hallucination Detection
Detect fabrication and hallucination in any LLM output. Score responses from GPT-4o, Claude, Gemini, Llama and 30+ models. Free tier included.
grasp-mcp-server a
36 tools for dependency graphs, architecture analysis, security scanning, refactoring, and CI tracking for LLM agents
ashlr-workbench
Local agent workbench bundling OpenHands, Goose, Aider, and ashlrcode against one local LLM, with ashlr-plugin MCP servers pre-wired.
AST2LLM for Go
An AST-powered tool that enhances LLM context by automatically injecting relevant Go code structures into prompts.
cxpak
Spends CPU cycles so you don't spend tokens. The LLM gets a briefing packet instead of a flashlight in a dark room.
MCP Server Example
An example MCP server for educational purposes, demonstrating how to build a functional server that integrates with LLM clients.
gcf-proxy
Drop-in MCP proxy that losslessly re-encodes JSON tool responses as GCF. 71% fewer tokens, 100% comprehension across 1,700+ LLM evaluations. Zero code changes.
hanabi-cli
A terminal AI chat interface for any LLM model, with file context, MCP, and deployment support.
JSON MCP Server
A high-performance MCP server for comprehensive JSON file operations, including reading, writing, and advanced querying, optimized for LLM interactions.
PromptGuard Scan MCP
Remote MCP for prompt injection scans, jailbreak checks, leakage review, and LLM release gates.
TracePII Shield MCP
Paid remote MCP for LLM trace PII scanning, payload redaction, sensitive field classification, privacy receipts, and trace audit exports.
OrcaRouter
Browse 160+ LLM models with live pricing (no API key needed) and route chat completions through the OrcaRouter gateway.
GitPrism
GitPrism is a fast, token-efficient, stateless pipeline that converts public GitHub repositories into LLM-ready Markdown.