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

I Ching hexagram analysis and geographic feng shui for Taiwan locations

1
JavaScript
MIT
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memex logo

memex

Active

Local MCP memory for coding agents. SQLite on your machine — preferences persist across chats.

1
Go
MIT
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Demo stdio MCP server (tools, resource, prompt) for tinymcp tests—not production use.

1
Go
MIT
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Read-only Hyperliquid data: markets, funding rates, order books, candles, positions and fills

1
TypeScript
MIT
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SSH, SFTP, PTY shells, host-to-host copies and remote screenshots for AI agents. One Rust binary.

1
Rust
MIT
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Go code coverage analysis tool with MCP server for AI-powered coverage workflows

1
Go
MIT
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MCP server for PDF generation using PDFKit

1
TypeScript
MIT
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koment logo

koment

Active

Read and write checked code rationale stored outside source comments.

1
Go
AGPL-3.0
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Local MCP tools for crawler-readability and discovery-file diagnostics.

1
JavaScript
Apache-2.0
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An open-source API for collecting and managing contacts and signups.

1
TypeScript
MIT
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Open-source, privacy-first web analytics for tracking your sites' traffic.

1
TypeScript
MIT
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15 media & data tools for AI agents: search, transcribe, subtitles, voiceover, translate & more.

1
MIT
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tokencast logo

tokencast

Maintained

Pre-execution cost estimation for LLM agent workflows with calibration learning

1
Python
MIT
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Your own agent inside a live Google Meet or Zoom call. Local-first, no hosted service.

1
JavaScript
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AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.

1
AGPL-3.0
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Kubernetes MCP server with RBAC-style, context-scoped guardrails for AI agents.

1
Go
Apache-2.0
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Pay for HTTP APIs and charge for your own: x402 micropayments in USDC on Base.

1
Python
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Convert Revit files to XKT, IFC, or DWG and query BIM data via natural language.

1
MIT
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ScholarFetch logo

ScholarFetch

Maintained

Multi-engine scholarly research server for search, traversal, full text, and reading lists.

1
Python
Apache-2.0
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MCP server for the Transkribus REST API — collections, documents, HTR/OCR, and models.

1
TypeScript
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Cited 'why was this decided?' answers for your repo and for React, Kubernetes, and Rust.

1
Go
MIT
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Verifiable provenance for AI agents — ZK proofs over confidential documents, no plaintext exposure.

1
Astro
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Security-first web access for Claude. Sanitizes pages, blocks injection, redacts PII.

1
TypeScript
MIT
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Discover monetized AI tools on SettleGrid. Search by category, get pricing.

1
TypeScript
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Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.

1
TypeScript
MIT
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AI-powered Reddit search. Search millions of posts, explore subreddits, discover trends.

1
JavaScript
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gnomon logo

gnomon

Maintained

Deterministic batch tools so LLM agents stop guessing dates and math.

1
Python
MIT
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Timezone-correct CalDAV scheduling MCP server with validated recurrence and single-occurrence edits.

1
Python
MIT
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Self-hosted persistent sequential thinking with private history and MCP App visualization.

1
TypeScript
MIT
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Answers questions about liquefy-ui from its real API surface, so an agent stops inventing props.

1
TypeScript
MIT
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