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

Reconcile camt.053 statements vs expected pain.001 payments with explainable matching.

1
Python
Apache-2.0
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MCP server for ISO 20022 postal-address remediation ahead of the Nov 2026 CBPR+ cliff.

1
Python
Apache-2.0
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Deterministic code maps for AI agents: 7 tree-sitter tools for TS/JS/Py — map, find, function_body

1
TypeScript
AGPL-3.0
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Deterministic navigation maps over code + markdown + Prisma for AI agents: 13 MCP tools

1
TypeScript
AGPL-3.0
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An MCP server that provides some common units conversions for cooking

1
Python
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The only Salesforce MCP with Agentforce, OmniStudio & DevOps Center tools — 228 total.

1
TypeScript
MIT
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Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.

1
TypeScript
MIT
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World's fastest domain check. Or the second — dispute it. 50+ TLDs, 6 registrars, no API key.

1
TypeScript
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RARadioChron logo

Local-first Wi-Fi incident diagnostics with native BLE scan, history, and risk evidence.

1
Rust
MIT
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Weavatrix Online extension: guarded sync, advisories, malware review, architecture contracts.

1
JavaScript
MIT
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Transactional refactoring extension with 11 evidence-backed tools, previews, and rollback.

1
JavaScript
MIT
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TITickscope logo

Tickscope

Maintained

Real-time, free crypto market data for any AI agent — via MCP.

1
Python
MIT
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OBObsidian MCP logo

Obsidian MCP

Maintained

Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools

1
TypeScript
MIT
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Record AI decisions to a tamper-evident audit ledger from any MCP-compatible agent.

1
TypeScript
Apache-2.0
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GHGhostFree logo

GhostFree

Maintained

MCP server that scans your repo's dependencies for security vulnerabilities based on published CVEs.

1
TypeScript
MIT
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COCommune logo

Commune

Maintained

Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search, and SMS.

1
Python
Apache-2.0
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I-Ching (周易) oracle: cast a hexagram, read classical commentary, get a reflection. Bilingual.

1
TypeScript
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Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.

1
JavaScript
MIT
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Submit URLs for instant indexing via IndexNow and Google Indexing API.

1
JavaScript
MIT
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Hypothesis-Driven B2B Positioning Engine - 8 strategic positioning tools

1
JavaScript
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Deal Strategy & Sales Enablement - 12 revenue acceleration tools

1
JavaScript
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Deploy HTML folders to vibie.page from Claude / Cursor — one-line install, OAuth, auto-update.

1
TypeScript
MIT
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Render PDFs from templates and spreadsheet data via SheetRender, locally or at mcp.sheetrender.com

1
TypeScript
MIT
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Live status probes plus published uptime and incident history for 280+ APIs and cloud services.

1
JavaScript
MIT
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MCP fork of Google Workspace CLI (Gmail, Drive, Calendar, and more)

1
Rust
Apache-2.0
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TATacticalRMM logo

Read your TacticalRMM fleet; run commands only after per-command human approval.

1
Python
AGPL-3.0
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Shipmail MCP server for AI agent custom-domain email inboxes with REST API and webhooks.

1
TypeScript
MIT
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SUSutra logo

Sutra

Active

Private, portable memory and reusable skills for AI agents.

1
MIT
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Provable, declarative multi-agent workflows for Claude Code (typed .slang, non-LLM executor).

1
TypeScript
Apache-2.0
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EU AI Act compliance scanner for Python AI agents — scan, analyze, and remediate

1
Python
Apache-2.0
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