MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

Orcool Studio MCP
AI tools for mobile app ad production: concepts, avatars, video rendering, performance feedback.

io.github.ryuxik/gametheory-mcp
Equilibrium-aware primitives for AI agents — negotiation, auctions, mechanism design.
Free game-theory negotiation advisor for agents, plus paid receipted sessions and agent memory.
Math-optimal negotiation moves for AI agents, in plain dollars (single + multi-issue).

io.github.sGuNk13/kuriflow-mcp
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per run.

mcp-trust
Check the danger grade of any public MCP server before you connect.

mcpforge
Generate complete, tested FastMCP 3.x MCP servers from one plain-English sentence.

operant-mcp
Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.
Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.

shadow-mcp
Local MCP server that inventories and risk-grades MCP servers configured on this machine.

junai Pipeline MCP
Agentic pipeline orchestration MCP server for AI-driven development workflows.

Sable Platform + HyperDX Observability
Manage Sable AI voice agents, query HyperDX logs and metrics, and deploy — all from your IDE

io.github.sachinuppal/modelcostsaver
Offline MCP: predict LLM call cost and pick the cheapest capable model. No keys, no network.

Redra
Search current class-action settlements and identify possible matches using structured filters.

io.github.sai4447/agentfuse-mcp
Affiliate API for AI agents -- browse programs, generate tracked links, record conversions.

io.github.saicharanrajoju/letswork
Real-time collaborative coding via MCP — two developers, one codebase
AI design fidelity — compare Figma designs or screenshots against rendered UI. No API keys.
Sandboxed AI-native bash with 70 agentic tools: run_bash, code edit/diff, WASM Python/JS.
Read the MindForge engine over MCP: knowledge graph, project health, and audit log.

io.github.salehrifai42/qtm4j-mcp-server
MCP server for QMetry Test Management for Jira (QTM4J): test cases, cycles, executions, plans.

io.github.salted-butter-joshua/dify-mcp
MCP server exposing Dify knowledge base retrieval to Cursor and other MCP clients

Algernon MCP
Fleet orchestration for AI agents: fan tasks out to cheap parallel workers on your own LLM key.
Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-quantum crypto

Hyperliquid / HyperEVM
Read-only Hyperliquid and HyperEVM data: yields, protocols, fees, markets, funding, depth.

io.github.sandcastlelabs/collimer-mcp
Free AI-search visibility scan for any website — score, top findings, ranked-fix-plan upgrade.

io.github.sanjana-pier39/negotiate-mcp
Negotiate prices at any negotiate.v1 store. AI shopper tools for Claude.
Query CAN-IMMUNE: cancer neoantigen mutations, peptides, cell lines, MHC-I binding. Read-only.

io.github.sanjeevkkansal/solfleet
Agent-safe fleet management for independent Solana validators and RPC nodes

tubekit
Compliance-aware MCP server for YouTube publishing, analytics and creator insights.




