PluginBench

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.

37,330 MCP servers

Search and get fashion products recommendations across multiple e-ecom stores

0
JavaScript
MIT
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AGAgentTrust logo

AgentTrust

Maintained

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

0
Python
MIT
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Ukrainian grammar/surzhyk check + authentic-rendering lookup. Wraps ukr.vitalinguist.com API.

0
Python
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Calcula o DAS do Simples Nacional e quantifica a carga que a alíquota não cobre.

0
Python
MIT
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JAJapan Utils logo

Japan Utils

Maintained

Japan utilities for AI agents: era, romaji, postal codes, holidays, kana, name splitting.

0
Python
MIT
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Trust infrastructure for AI agents. Directory, jobs, verification, and 360 feedback.

0
TypeScript
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File-claim coordination for parallel AI coding agents: claim files before edits, no stomping.

0
JavaScript
MIT
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Cost Guard for Claude Code: per-tool ROI, subagent attribution, anomaly/forecast/budget guards.

0
TypeScript
MIT
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An MCP server connecting Claude to the Review Metric 15-agent scientific peer review pipeline.

0
Python
MIT
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Valem - Deterministic reactive state models. Create your own calculators/forms with AI

0
Java
Apache-2.0
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Japanese invoice/receipt OCR + tax registration-number (T-number) verification, via x402.

0
TypeScript
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Scans code for hardcoded secrets (AWS, Stripe, GitHub, JWTs) before an AI agent commits it.

0
TypeScript
MIT
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Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.

0
Python
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VMware Private AI (NVIDIA): GPU inventory, vGPU profiles, utilization, model serving — 17 tools

0
Python
MIT
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Read-only VNISH firmware metadata, Ninja guidance and input-based mining economics calculations.

0
Python
Apache-2.0
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Cached US grocery prices, age disclosed on every row - search, compare across banners, coverage.

0
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VOVoice Logica logo

Manage Voice Logica agents, calls, phones, workflows, messaging, and integrations.

0
MIT
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Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search.

0
JavaScript
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Turns any web page into clean Markdown, page metadata and classified links for LLMs.

0
TypeScript
MIT
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MCP server that uses TypeScript AST to find which tests are affected by a code change

0
TypeScript
MIT
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Scans projects for secret exposure: leaked API keys, unprotected .env files, and secrets in logs.

0
TypeScript
MIT
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MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history

0
TypeScript
MIT
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Streams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load.

0
TypeScript
MIT
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MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright

0
TypeScript
MIT
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Aggregates CI failures, cross-references flakiness history, and outputs GO/NO_GO release verdicts.

0
TypeScript
MIT
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Decodes minified production stack traces back to original TypeScript source using source maps.

0
TypeScript
MIT
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Resolves Tailwind CSS design tokens and validates utility classes against the local project config.

0
TypeScript
MIT
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Resolves TypeScript config inheritance chains and returns effective compiler options per file.

0
TypeScript
MIT
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MCP server for deterministic mock generation and API contract scaffolding using Zod schemas

0
JavaScript
MIT
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Shared per-repo space for Claude Code sessions: see activity, get collision warnings, notes.

0
TypeScript
MIT
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