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
Penfield Memory logo

Penfield Memory

Maintained

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

6
Dockerfile
AGPL-3.0
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MCP server for the Pepesto grocery shopping API — recipe-to-cart across European supermarkets.

6
TypeScript
MIT
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Offline PineScript v6 → C++ backtests at deterministic TradingView parity, run locally via MCP.

6
TypeScript
MIT
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Offline PineScript v6 → C++ backtests at deterministic TradingView parity, run locally via MCP.

6
TypeScript
MIT
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Selenium Tools for MCP

6
TypeScript
MIT
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Redact MCP logo

Redact MCP

Maintained

Auto-detects and obfuscates PII (IPs, emails, API keys, names) so Claude never sees real client data

6
JavaScript
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Local file search for AI agents — semantic + keyword indexing over your codebase.

6
Python
Apache-2.0
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54 robust financial calculators based on deterministic mathematical principles.

6
Python
MIT
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Google AI search and documentation tools for MCP clients using Vertex AI or the Gemini API.

6
TypeScript
MIT
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Notepatra editor MCP server — 35 tools; every write human-approved in the editor; local-only.

6
C++
GPL-3.0
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Read-only access to your CellarTracker wine cellar: inventory, drinking windows, purchases, notes.

6
TypeScript
MIT
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Search, retrieve, and diff the full output of past terminal commands recorded locally by backscroll.

6
Go
MIT
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High-performance knowledge graph MCP server for AI coding agents with semantic search.

6
Rust
MIT
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Agendum logo

Agendum

Maintained

AI agent memory: task tracking, scoped work packages, decisions, and cross-session continuity

6
Python
MIT
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58 CQRS tools exposing 230 GitLab operations across 26 entity types

6
TypeScript
Apache-2.0
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Google Search Console for any MCP client - 30-second login, no Google Cloud project. Read-only.

6
TypeScript
MIT
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40 MCP tools for 11 Indonesian government portals — BPOM, BPJPH, AHU, OJK, BMKG+

6
Python
MIT
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Declarative, GitOps-style machine configuration management

6
Rust
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Fast local source code searching using Zoekt trigram-based indexing

6
Go
MIT
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Pull Hilan (Hilanet / חילן, חילנט) payslips and Form 106 into any AI assistant.

6
TypeScript
MIT
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Uindow logo

Uindow

Active

Real signed-browser automation for AI agents, over a local stdio MCP server.

6
JavaScript
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Run parallel, resumable, human-operable Antigravity CLI sessions from any MCP agent harness

6
Python
MIT
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Evidence-readiness MCP server: validate, audit, and score briefs, memos, and evidence packs.

6
Python
MIT
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Stock quotes, technical analysis, crypto prices, and portfolio insights for AI agents

6
Python
MIT
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MCP server for the Vulners.com API

6
Python
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MCP server to ship Web Bluetooth on iPhone Safari via the WebBLE extension.

6
TypeScript
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MCP server for MAX Messenger by VK. 21 tools: messages, media, buttons, members, events.

6
TypeScript
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MCP server for Ozon Seller API. 26 tools: products, prices, orders, analytics, finance, rating.

6
TypeScript
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Real eyes and hands on the web for AI agents. MCP-first. Local-first. Vendor-agnostic.

6
TypeScript
MIT
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Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization.

6
TypeScript
Apache-2.0
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