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.

23,114 MCP servers

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.

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

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Python
MIT
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Japanese invoice/receipt OCR + tax registration-number (T-number) verification, via x402.

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

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

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Python
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VMware Private AI (NVIDIA): GPU inventory, vGPU profiles, utilization, model serving — 10 tools

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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TypeScript
MIT
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Split a task into plans with disjoint file boundaries; scaffold a git worktree per plan.

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TypeScript
MIT
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Free remote MCP server for fetching public web pages through a rotating proxy pool.

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Shell
MIT
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The payment protocol for people and agents. One MCP server, any payment rail.

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TypeScript
MIT
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LastBlueTape logo

LastBlueTape

Maintained

Construction punch list management for AI agents. Create lists, add items, track progress.

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TypeScript
MIT
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14 MCP tools: facts, pitfalls, skills, handoff protocols, trust scores, identity verification.

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Python
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Natal charts, transits, history, ingress forecasting, aspects, composite & Davison charts — SQLite.

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Python
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Samong logo

Samong

Active

Search your own Markdown notes, including languages written without spaces between words.

0
Rust
Apache-2.0
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Recherche et lecture des guides de connexion de moncompte.org (MCP, lecture seule).

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TypeScript
MIT
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Noticiel logo

Noticiel

Maintained

Notices et modes d'emploi de noticiel.com. Recherche par mots-clés, marque, catégorie ou PDF.

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TypeScript
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