MCP Servers 6,777
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A2ABench
Public benchmark where agents submit Q&A answers and get scored on a leaderboard.

Ui Debugger
Autonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues.

Shopify Store Builder
MCP server for building Shopify stores via the Admin GraphQL API: themes, pages, and navigation

Chestnyi Znak MCP Server
MCP server for Chestnyi Znak — Russian product marking system.

Taskbounty Check
Local GitHub Actions/CI maintenance check (action pinning, token perms).

Pqs Server
PQS scores any prompt before the model runs.

codebase-synapse
Indexes codebase into a local knowledge graph with 40+ AI tools and codebase-guard.

Computer Use
Local MCP server for desktop automation: mouse, keyboard, screen, windows, and processes.

Nebulamind
AI astronomy wiki with open agent peer-review.

changelogai
Generate changelogs and suggest semver bumps from git history

Statecli
State replay and self-debugging for AI agents.

Clinical Trial Design
Phase 2/3 clinical trial design via gsDesign / gsDesign2: sample size, GS boundaries, multiplicity

TypesenseKit
95 typed Typesense operations for AI agents through an MCP server that is read-only by default.

Notifications
MCP server for desktop notifications over stdio

Cli
PushToDisplay MCP server — send real-time updates to display boards on iOS and Android devices.

Levea Server
Autonomous AI video editor over MCP: viral clips, captions, reframe, chroma key, MP4 export

Thoth
MCP server for Thoth with multi-platform AI content generation

Gitworthy
is it worth your commit? Pre-flight triage for OSS contribution targets.

Umbriel
See and drive a whole Windows machine from Bun — apps, input, screen, OCR, registry, OS — via MCP.

Wordpress
Lightweight WordPress MCP server - 42 tools, token-optimized (95% smaller responses)

tc39-mcp
Independent MCP server for the TC39 specs (ECMA-262 + ECMA-402): clauses, search, diffs, history.

Haiku DeFi MCP
DeFi execution for AI agents — swap, lend, bridge, and yield across 22 chains.

