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
MCP Gateway logo

MCP Gateway

Maintained

Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.

6
Python
MIT
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Enterprise SAP OData to MCP Server with AI capabilities and Cloud Foundry integration

6
TypeScript
MIT
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NOAA tides and currents: water levels, tide predictions, currents, met data, flooding, sun and moon

6
TypeScript
MIT
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MCP server for structured access to Gramps Web genealogy data

6
C#
AGPL-3.0
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shuck-file logo

shuck-file

Maintained

Any file in, Markdown out — read only what matters.

6
Python
MIT
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Mindswap logo

Mindswap

Maintained

Local-first AI context and memory server for cross-tool coding continuity.

6
JavaScript
MIT
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AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3-verified.

6
JavaScript
MIT
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Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

6
TypeScript
Apache-2.0
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Token-light local memory with SQLite hybrid retrieval for MCP agents.

6
Python
MIT
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Elasticsearch logo

Elasticsearch

Maintained

Elasticsearch MCP Server with multi-version support (ES 5.x-9.x) and comprehensive API access

6
TypeScript
Apache-2.0
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MCP server for the German Marktstammdatenregister (MaStR) energy market register

6
Python
MIT
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Clip videos into captioned shorts, add captions & schedule posts — from Claude, ChatGPT, Cursor.

6
TypeScript
MIT
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Secure grip for your agent's secrets - security-hardened MCP gateway with proxy token architecture

6
TypeScript
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MCP server for dotnet new: discover, inspect, preview and create .NET projects from templates.

6
C#
MIT
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Stop re-explaining yourself to Agents. Give it the right context, right when needed.

6
TypeScript
MIT
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Ads MCP logo

Ads MCP

Active

Create, launch & analyze ad campaigns, spy on competitors - Google, Meta, TikTok, LinkedIn & more.

6
MIT
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Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.

6
Python
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Lore logo

Lore

Active

Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.

6
Python
MIT
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MCP server for VK Ads API: campaigns, audiences, budgets, stats. Click.ru, token or OAuth.

6
TypeScript
Apache-2.0
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MCP server for Yandex Direct API: campaigns, ads, keywords, bids, reports. Click.ru or OAuth.

6
TypeScript
Apache-2.0
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Monobank logo

Monobank

Maintained

MCP server for Monobank API — currency rates, client info, and account statements

6
TypeScript
MIT
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Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads

6
Python
MIT
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Read-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELECT, plans.

6
C#
MIT
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Unified threat intel - OTX, AbuseIPDB, GreyNoise, abuse.ch, Feodo Tracker

6
JavaScript
MIT
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HefestoAI logo

HefestoAI

Maintained

Pre-commit code quality guardian. Detects semantic drift in AI-generated code.

6
Python
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Quant research, backtesting, marketplace subscriptions, editable forks, copy trading, and execution.

6
TypeScript
MIT
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aX logo

aX

Active

Agent-native collaboration network: orchestrate a team of long-running agents from any MCP client.

6
HTML
MIT
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Exactly-once execution guard for AI agents. Prevents duplicate payments and webhooks on retry.

6
Python
Apache-2.0
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Deploy compliant ERC-20 tokens from any AI agent. 17 tools, 10 networks, CertiK-audited.

6
JavaScript
MIT
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MCP server for PR code review, commit messages, changelogs, and secret detection.

6
C#
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