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

Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary

2
Go
MIT
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Lightweight MCP server providing terminal access (SSH & local shells) for AI assistants.

2
Python
MIT
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Hindsight MCP logo

Hindsight MCP

Maintained

MCP server for AI-assisted coding with development history: git, tests, Copilot.

2
Rust
MIT
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Shopify + Amazon inventory planning, forecasting & replenishment over MCP (50 tools).

2
JavaScript
MIT
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Immutable audit trail for agent-to-agent interactions

2
Python
MIT
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rmbr logo

rmbr

Active

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

2
Python
MIT
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Local-first LLM deployment planner: GPU/VRAM sizing, cost and latency, with provenance

2
Python
MIT
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MCP server for Frappe/ERPNext development with AI assistance for DocTypes, bench commands, and APIs

2
TypeScript
MIT
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MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and Mailforge

2
TypeScript
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MCP server for self-hosted Laserfiche repositories — search and read documents from Claude.

2
Python
MIT
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Multi-source job discovery, deduplication and AI/Web3 classification for AI agents.

2
TypeScript
Apache-2.0
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Schematic logo

Schematic

Active

Manage companies, plans, features, and billing through SchematicHQ

2
JavaScript
MIT
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Governance validation for Semantic Data Charter instances; returns OASIS XACML decisions.

2
Python
Apache-2.0
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Deterministic decision layer for autonomous agents. Reproducible PROCEED, REVIEW, SKIP verdicts.

2
MIT
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AI agent knowledge marketplace. Discover, purchase, and retrieve human expertise via x402 on Solana.

2
TypeScript
MIT
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Sprintra logo

Sprintra

Active

The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.

2
JavaScript
MIT
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Order anything from your terminal — search, buy, track, and manage via MCP tools.

2
TypeScript
MIT
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Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x402.

2
TypeScript
MIT
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Evidence-first image MCP. Agent Media Twin with metadata and citeable OCR evidence.

2
TypeScript
MIT
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Evidence-first video MCP. Timeline document with ffprobe streams and subtitle cues.

2
TypeScript
MIT
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Deterministic UI extraction and screenshot diffing for AI coding agents.

2
TypeScript
MIT
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Tako logo

Tako

Active

Give your agent web search and authoritative datasets: S&P Global, FRED, OECD, SimilarWeb & more.

2
TypeScript
MIT
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mneme logo

mneme

Active

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

2
Python
Apache-2.0
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Real FEA on CAD parts: validated setups, stress, safety factor, natural frequencies

2
Python
Apache-2.0
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Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.

2
Python
MIT
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agentmem logo

agentmem

Maintained

Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.

2
Python
MIT
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MCP server for L402-protected APIs via Bitcoin Lightning. Pay-per-call AI tools in sats.

2
TypeScript
MIT
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stdio MCP for iCloud Calendar (CalDAV), with optional Contacts and Mail.

2
Go
MIT
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Consult other LLMs as tools — ask them, compare their answers, synthesize a conclusion.

2
Python
MIT
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Non-custodial Solana swap & limit order engine for AI agents.

2
JavaScript
MIT
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