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

Let AI agents create, discover, and track tokens across chains via Printr.

3
TypeScript
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Cross-platform music and game resolution for AI agents across 15+ platforms.

3
TypeScript
MIT
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Model Context Protocol server for awesome-copilot agents and collections

3
TypeScript
MIT
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Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie cobranças.

3
TypeScript
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LINZA logo

LINZA

Active

Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.

3
Python
MIT
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Enable AI agents to compile TeX files with LaTeX inside a Docker container.

3
Python
AGPL-3.0
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On-chain economy for AI agents: escrow, marketplace, data rights, reputation, disputes.

3
Python
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Local-first flight recorder for AI agents: sessions, costs, loop runs, and stuck-loop flags.

3
Python
MIT
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MCP server for live, sourced Brazilian public data from the official IBGE APIs.

3
TypeScript
MIT
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Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10. 37 tools, MIT.

3
TypeScript
MIT
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Gradle-accurate JVM classpath; fetch Java source, signatures, and class structure for agents.

3
TypeScript
MIT
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MCP session continuity engine. Boot reports, orientation scoring, and end-session capture. SQLite.

3
TypeScript
MIT
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Neutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math

3
TypeScript
MIT
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SpecLeft logo

SpecLeft

Maintained

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

3
Python
Apache-2.0
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Draft, schedule, publish, and analyze your LinkedIn posts from your AI assistant via Taplio.

3
MIT
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MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, SMC, risk).

3
Python
MIT
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Smart lists that your AI can actually use. Manage lists via MCP, CLI, or REST API.

3
JavaScript
MIT
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Credential broker that signs your AI agent up to SaaS dev tools, within a signed spending mandate.

3
TypeScript
MIT
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Tychi MCP logo

Tychi MCP

Active

Agent-native self-custody wallet MCP: onboard, wallets, Arbitrum sends, policy-gated payments.

3
TypeScript
Apache-2.0
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Agent Email logo

Agent Email

Maintained

Local email connectivity for AI agents — read, draft, send, and organize Outlook mail via MCP

3
TypeScript
Apache-2.0
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Pre-deploy security auditor for AI agent code — the risks generic SAST misses.

3
Python
MIT
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CanLII logo

CanLII

Active

MCP for CanLII: Canadian case law and legislation metadata (federal, provincial, territorial).

3
TypeScript
MIT
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Vaquill logo

Vaquill

Active

Search US federal and 50-state statutes, regulations, constitutions, and court rules.

3
Python
MIT
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Publish AI images & carousels to Vynly, the AI-only social feed. Verified provenance, no signup.

3
JavaScript
MIT
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Safety-railed database access for agents: Postgres, MySQL, Redis. Read-only by default.

3
Python
MIT
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Helps AI coding agents integrate MetaMask Embedded Wallets (Web3Auth) SDKs.

3
TypeScript
MIT
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AI testing agents for web apps — dispatch test runs, crawls, fetch artifacts and status.

3
TypeScript
MIT
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AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, XLSX, RTF, PNG

3
TypeScript
MIT
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97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native.

3
Python
MIT
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Simulated investment committee: 27 investor lenses read the same filings, debate, and a PM decides.

3
JavaScript
MIT
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