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

MCP server for code archaeology: git blame, file history, contributors, and co-change analysis

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Find official Korean public datasets, agency-site menus, disclosure listings, and source URLs.

Cited English property planning-constraint screening and batch tools for AI agents.

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Official Seoul tourism data in 7 languages, in cooperation with the Seoul Tourism Organization.

Blockchain analytics API for AI agents. Smart Money signals, wallet profiling, token analytics.

MTG market data: search 114K+ cards, price signals, AI analysis. Free tier available.

AI-powered guided healing meditations and manifestation scripts.

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Agentic identity trust: precision decisioning, cryptographic release tokens, hash-chained proof

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Book hotels with B2B wholesale rates (up to 30% cheaper). AI agents must verify prices here.

Opinionated sprint tracker. Read/update tickets, sprints, velocity from Claude/Cursor/Zed.

QR codes active 90 days, claimable forever. Request an API key in chat to retarget and track scans.

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Search websites by source code, technology stack, analyze domains, and download lead lists.

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Auto-route AI requests to 13 models (Claude, GPT, Gemini, Qwen, DeepSeek). 57% cost savings.

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SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.

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Compute price oracle for AI agents — compare pricing across 8 providers in real time.

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Monitor, troubleshoot, and optimize your technology stack with Intelligent Observability.

Organizational context & memory for AI agents. Connect 100+ tools into one knowledge graph.

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Connect AI agents to scoped financial context from your own Shelter account

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Deterministic time tools for AI agents: timezone conversion, business-day math, cron interpretation.

Exact reference codes for AI agents: countries, currencies with minor units, HTTP status, MIME.

Exact hashing, base64/hex/URL encoding, JWT decoding and UUIDs for AI agents. No auth required.

Checksum validation for AI agents: IBAN, ISBN, EAN/GTIN, UUID, ULID. Deterministic, no auth.

Exact text tools for AI agents: unified diff, patch apply, regex testing, grapheme counting.

Biotech intelligence for AI agents: drugs, targets, diagnostics, PoS estimates, and writeups.

Bible Glide account context, Daily Scripture, church activity, and Bible chat.

Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, attachments.

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Product Lock tools for AI agents: generate, review, validate, and score locks.

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Manage restaurant bookings via Claude — read covers, find guests, move tables, send wedding quotes.

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Reference MCP server: a demo bakery agents can query for hours, menu, availability, and orders.

MCP server for Probo print-on-demand — search products, configure orders, track shipments.

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