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

Discover open-source AI agents and get source-owned installation instructions through MCP.

5
TypeScript
MIT
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Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.

5
TypeScript
MIT
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MCP server for HTML generation from AI agents

5
HTML
GPL-3.0
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Code-aware browser testing agent — 13 Playwright tools for AI code editors via MCP

5
TypeScript
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Local guardrail proxy that blocks destructive MCP tool calls, rug pulls, and tool poisoning

5
Rust
Apache-2.0
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Drive terminal coding agents by voice, with receipts that never claim more than they proved.

5
Python
MIT
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Live scores, standings, top scorers, brackets for football, basketball, cricket, tennis. Free API.

5
JavaScript
MIT
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Token-aware ripgrep code search and atomic multi-file edits for coding agents.

5
TypeScript
MIT
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BugHerd API v2 integration — 37 tools for projects, tasks, comments, and webhooks.

5
JavaScript
MIT
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Convert .eml email exports to Markdown with YAML front matter

5
Python
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Scrape Amazon products, search, and async batch ASIN lookups across 20 marketplaces

5
JavaScript
MIT
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Hotel Booking MCP Server

5
Python
MIT
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Agent memory engine — 86 MCP tools, self-hosted, single Rust binary

5
Rust
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Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

5
Python
MIT
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Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

5
Python
MIT
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Control monitor brightness, contrast, power and input via DDC/CI with MCP and MQTT support.

5
TypeScript
MIT
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Self-hosted MCP gateway. Turn any REST API into MCP tools via YAML (DADL). Authz, audit, policies.

5
Go
Apache-2.0
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Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable prompts.

5
Go
AGPL-3.0
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Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.

5
Python
Apache-2.0
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AI-powered log analysis - parse, search, extract errors across 9+ formats

5
Python
MIT
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Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, and prediction markets.

5
Go
MIT
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Hebbian Mind logo

Hebbian Mind

Maintained

Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.

5
Python
MIT
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Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.

5
Rust
AGPL-3.0
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Manage Apple Search Ads campaigns, keywords, budgets, and reports via API v5.

5
TypeScript
MIT
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MCP server for Disney Lorcana TCG: enrich collections, search cards, build decks, audit data.

5
Python
MIT
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Agent network intelligence for AI agents. Trust scoring, broker discovery, and Ed25519 identity.

5
TypeScript
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An MCP server that provides access to FedRAMP 20x security requirements and controls.

5
Python
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Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client

5
TypeScript
Apache-2.0
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Unofficial Infomaniak MCP — hosting, Node.js, mail, DNS, kDrive, SSL, VPS, domains. 81 tools.

5
TypeScript
MIT
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AI that remembers. Local-first cross-session, cross-project long-term memory for coding tools.

5
TypeScript
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