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

Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firewall

1
Go
MPL-2.0
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Agent commerce settlement tools on Base: treasury setup, payment splits, yield and attribution.

1
TypeScript
MIT
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AI-powered infrastructure monitoring — health, incidents, predictions, RCA, deploy safety

1
TypeScript
MIT
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Operational layer for running accounts: calendars, cadence, captions, hashtags, reporting.

1
JavaScript
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German e-invoicing MCP server: ZUGFeRD 2.x, XRechnung 3.x, EN 16931, KoSIT validation, Peppol.

1
XSLT
Apache-2.0
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Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, Crea y Crece B2B.

1
XSLT
Apache-2.0
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Polish e-invoicing MCP: KSeF API v2, FA(3)/FA(2) XML, Peppol BIS 3.0, NIP/REGON validation.

1
Python
Apache-2.0
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Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and memories.

1
TypeScript
MIT
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MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools.

1
TypeScript
MIT
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MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows.

1
TypeScript
MIT
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Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders.

1
TypeScript
MIT
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MCP server for browser automation via Vercel's agent-browser CLI

1
Rust
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MCP server for MySQL/MariaDB — pooled async queries with destructive-query safety

1
Rust
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Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).

1
TypeScript
MIT
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Validate commit messages, branch names, author info, push safety, and repo state.

1
Python
MIT
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Score any public GitHub repo 0-100 against the commit.show audit rubric.

1
TypeScript
MIT
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Search launched software (SaaS, AI tools, MCP servers) by measured production-readiness.

1
TypeScript
MIT
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Figma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam.

1
TypeScript
MIT
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Apple Podcasts Connect owner analytics over Reporter: plays, followers, episodes. Read-only.

1
TypeScript
Apache-2.0
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OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Read-only.

1
TypeScript
MIT
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Search the Podcast Index: podcasts, episodes, person appearances, trending, feed health.

1
TypeScript
MIT
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Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.

1
TypeScript
MIT
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Session checkpoint & recovery for Claude Code: resume, search, tag, and export recorded sessions.

1
Python
MIT
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European business verification for AI agents: registry, VAT, sanctions, IBAN. Pay-per-call x402.

1
MIT
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Signed, cited, replayable workflows for Claude, Codex, Gemini, DeepSeek, and other agents.

1
TypeScript
BSD-2-Clause
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Send physical handwritten postcards from any AI agent. Real pen & ink, USPS, $4.99/card.

1
JavaScript
MIT
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Kāhea logo

Kāhea

Active

Deterministic HTTP/WebSocket testing and policy-gated API execution for AI agents.

1
Rust
Apache-2.0
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text2sql logo

text2sql

Active

Ask any SQL database in natural language. Agent explores schema, writes SQL, self-corrects.

1
Python
MIT
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LiteScope logo

LiteScope

Active

Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.

1
Go
AGPL-3.0
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MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generation

1
Python
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