Vibe-Coder
A server for a structured, LLM-based coding workflow, from feature clarification and planning to phased development and progress tracking.
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Creed Space
Constitutional-AI safety guardrails for any LLM: Creed Space personas and constitutions via 16 stdio tools (npx @creedspace/mcp-server).
Mathlas
Airtight math for AI agents: 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean 4 kernel checks. No LLM inside, no API key.
Qsp Mcp
Named after the Q-signal QSP ("Will you relay?"), qsp-mcp relays tool calls between a local LLM and MCP servers. Any model with function calling capability…
Claude MCP Server
# 🧠 Meta-Optimized Hybrid Reasoning Framework **by Ryan Oates** **License: Dual — AGPLv3 + Peer Production License (PPL)** **Contact…
linux-mcp
mcp server and client for managing a linux server with an LLM agent
MediaWiki MCP Server
Enables LLM clients to interact with any MediaWiki wiki using the Model Context Protocol.
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.
Doris-MCP-Lite
A lightweight MCP server for connecting to Apache Doris and other MySQL-compatible databases, providing tools and prompts for LLM applications.
Qwen-Agent
A framework for developing LLM applications with capabilities like tool usage, planning, and memory, based on the Qwen model.
MCP Goodnews
An MCP application that delivers curated positive and uplifting news stories using NewsAPI and Cohere LLM.
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
Fathom AI
Access fathom ai api endpoints via mcp server and llm.
UsageWall
Live LLM pricing as an MCP server — six read-only tools to list, compare, estimate cost, and find the cheapest model across OpenAI, Anthropic, Google…
duckduckgo
DuckDuckGo MCP Server — a lightweight, no-auth web search tool for AI agents.Provides structured search results (title, URL, snippet) via a simple…
AI NetCafe
Compare LLM cost & latency on one prompt, translate PDF keeping layout, cited research, make PPTX
MCP Context Server
Server providing persistent multimodal context storage for LLM agents.
Kollektiv MCP
Build and access a personal LLM knowledge base from your editor or client without any infrastructure setup.
conKurrence
AI evaluation toolkit — measure inter-rater agreement (Fleiss' κ, Kendall's W) across multiple LLM providers
SwarmSync AI Marketplace
A2A agent marketplace via MCP — discover agents, hire with AP2 escrow, route LLM prompts to the best model, check trust scores, and register as a marketplace…
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.