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
XIXitoring logo

Xitoring

Maintained

Connect AI assistants to Xitoring monitoring: servers, uptime, incidents, metrics, SSL, and alerts.

1
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MCP for Uranium NFT tools to mint, list, and manage digital assets on the permaweb.

1
TypeScript
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AI agents get on-chain identity, credentials, reputation, escrow, and persistent memory on XRPL.

1
TypeScript
MIT
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LILiepin Jobs logo

Liepin Jobs

Maintained

Liepin job search and resume workflows backed by the official Liepin MCP server.

1
Python
MIT
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Deterministic research state, evidence validation and statistical recomputation.

1
Python
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Xona Wallet: agent wallet for AI agents. x402 payments, AgenC hires, 20k+ services

1
TypeScript
MIT
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Train, explain, optimise and deploy transparent glass-box ML models via workflow tools.

1
Python
MIT
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AWAwaitless logo

Awaitless

Active

Durable execution and named concurrency queues for coding agents across local, SSH, and Slurm.

1
Python
MIT
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Markdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database.

1
JavaScript
MIT
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Query Inbin's parsed email events (newsletters, invoices, alerts) as typed JSON tools.

1
TypeScript
MIT
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Grounded sports predictions plus European soccer and tennis arbitrage data for AI agents.

1
TypeScript
MIT
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Merchant trust verification for AI agents. One call = trust score, badge, and purchase safety.

1
TypeScript
MIT
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Analyze your MCP setup: token costs, grades, duplicates, and optimization tips

1
TypeScript
MIT
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Persistent, Solana-aware project memory for AI coding agents. Typed entities + git-aware diffs.

1
TypeScript
MIT
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SEC EDGAR filings, XBRL financials, FRED economic data, and real-time market quotes

1
TypeScript
MIT
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Live webcast transcription + vocal stress analysis (F0 jitter, hesitation) for earnings calls.

1
Python
MIT
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Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readability extraction.

1
TypeScript
Apache-2.0
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Read-only Yahoo! Shopping product search via the Yahoo! Shopping Item Search API v3.

1
Python
MIT
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MCP server for mlua-swarm: engine that compiles flow.ir Blueprints and dispatches agent steps.

1
Rust
Apache-2.0
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Generate professional PDFs (invoices, contracts, reports) from AI tools via rendoc templates.

1
JavaScript
MIT
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MAMarkdownPointer logo

MarkdownPointer

Maintained

Markdown viewer for AI-assisted document review. Click any element to copy file path + line number.

1
C#
MIT
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Read-only Kubernetes MCP server: inspect resources, logs, events, and metrics. Secrets are masked.

1
Go
MIT
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TETeamMemory logo

TeamMemory

Maintained

Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.

1
Python
MIT
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RERepo Memory logo

Repo Memory

Maintained

Shared, git-tracked working memory for AI agents on the same codebase.

1
Python
MIT
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MCP server for Drone CI/CD: 45 tools for builds, repos, secrets, users and templates

1
Go
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MUMultisim MCP logo

Generate Multisim circuits, run simulations, export data, and create experiment reports.

1
Python
MIT
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Access 30+ bioinformatics tools from 14 databases.

1
Python
MIT
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Non-custodial Kaspa policy enforcement for AI agents; signers retain custody.

1
JavaScript
Apache-2.0
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AGAgent Radar logo

Agent Radar

Maintained

Search, inspect, recommend, and explain rated AI tools through Agent Radar.

1
TypeScript
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THThisispaper logo

Search 2,500+ curated architecture, design, photography and art projects. Free tier, no signup.

1
JavaScript
MIT
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