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.
gitea-mcp
Model Context Protocol server for Gitea (and Forgejo, Codeberg).
Clean messy CSVs: an LLM picks the steps, tested code does the work. Data untouched by the model.
Read real, messy Excel files from an agent: multiple sheets, title rows, merged cells.
Orcha
Securely search and manage workspace context files for AI agents and teams.
Validated, sub-agent per-locale translation of Paraglide JS / inlang message-format projects.
Claude Code token usage, cost, and plan limits from local logs and Anthropic's usage API.
io.github.wheelfor/mcp
MCP server for wheelfor.com — create, spin, and manage decision wheels
io.github.whetstone-tools/whetstone-mcp
U.S. public-records: business registration (KYB), filings, watchlist screening, federal awards.
Pay-per-call developer utilities and npm supply-chain security tools for coding agents, over x402.
Toss Invest
Access Toss Securities market, account, and opt-in trading APIs through MCP.
io.github.williamcodes/speedrun-mcp
Query speedrun.com games, leaderboards, records, players, and personal bests. No API key needed.
io.github.wilzer/aidelly
Agent-operated social media for agencies — www.aidelly.ai. Post, approve, analyze on 11 networks.
Satellite land due-diligence: a green/caution/walk-away verdict with cited signals for any parcel.
io.github.wisdomrock/code-context-gate
Context-aware code retrieval MCP server — ranked, gated results for AI coding agents
io.github.wisdomrock/primereact-mcp
105 PrimeReact v10 components with props, types, and events
io.github.withvibe/withvibe-roadmap
Per-env roadmap board for WithVibe — an MCP server the orchestrator drives to plan and track work.
io.github.withvibe/withvibe-voter
Vote-gated change control for WithVibe — the agent proposes a change via MCP; team approves first.
Free fundamental stock & ETF analysis: 10-point score, verdict and key metrics for any ticker.
Mythic Index
MTG card prices, deck analysis, and investment intelligence — 19 tools over the Mythic Index API.
io.github.wjgoarxiv/vmd-hydrate-mcp
Drive VMD for GROMACS/LAMMPS analysis + clathrate-hydrate cage science (needs a local VMD)
Cost-parity bench for agent loops: $/success and time across model mixes, with verifiable receipts.
One firewall and password manager for all your AI coding agents' MCP servers and secrets.
Amazon seller tools: FBA fees, inventory optimization, restock recommendations.
AI-powered fitness content creator tools: video editing, image generation, workout plans, analytics.
Convert markdown to professional PDFs with clickable table of contents. No API keys.