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

Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.

5
Python
MIT
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Indexes your project's markdown docs and serves them to any agent via local hybrid search.

5
TypeScript
MIT
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Manage Komodo through AI assistants

5
TypeScript
MIT
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AIAIppocampus logo

Local-first, source-backed continuity for AI agents via stdio MCP.

5
Python
Apache-2.0
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BUBuilderforce logo

Run tickets, boards, OKRs and cloud coding agents in your Builderforce workspace

5
TypeScript
MIT
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THThronglets logo

Thronglets

Maintained

P2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p

5
Rust
MIT
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RORoadRaven logo

RoadRaven

Active

Create and update roadmap tree nodes and statuses in the RoadRaven desktop app (must be running).

5
TypeScript
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An MCP server that provides tools for managing and monitoring your Fleet Device Management instance.

5
Python
MIT
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FIFireweed logo

Fireweed

Maintained

Agent memory where every fact carries a receipt, and deletion is provable.

5
Python
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Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools

5
TypeScript
Apache-2.0
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Checks the context files a coding agent reads against the git index, and reports what drifted.

5
JavaScript
MIT
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MCP server for Godot game engine integration — control the Godot editor with AI

5
GDScript
MIT
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SKSkills Board logo

Search your team's shared AI-skill library, get install commands, and save skills from your agent.

5
TypeScript
MIT
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Search Claude Code conversation history with natural language queries across all projects

5
TypeScript
MIT
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TRtrovex logo

trovex

Active

Serves coding agents one canonical doc per query instead of rereading the repo — ~60% fewer tokens.

5
HTML
AGPL-3.0
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DEdevcoach logo

devcoach

Active

Progressive in-context technical coaching in your AI agent — one local, free lesson per task.

5
TypeScript
AGPL-3.0
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WAWarmplane logo

Warmplane

Active

Local MCP control plane for persistent sessions and compact capability discovery.

5
Rust
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AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login

5
TypeScript
MIT
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MCP server for SSH operations with built-in diagnostics

5
TypeScript
MIT
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Delegate mechanical text tasks to a local OpenAI-compatible LLM to save Claude quota.

5
Python
MIT
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SASalesforce Cloud logo

AI-powered Salesforce CRM: opportunity intelligence, conversation analysis, SOQL, analytics

5
TypeScript
MIT
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Google Search Console: SEO audits, performance queries, URL inspection, indexing checks.

5
Python
MIT
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Quran Search Engine MCP for AI tools. Provides Quran search, Arabic normalization, and highlighting.

5
JavaScript
MIT
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Audit web pages for AI search readiness with evidence-tiered factors and pipeline-stage scores.

5
TypeScript
MIT
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AGAgentFund logo

AgentFund

Active

Fundraising tools for AI agents on Solana: create campaigns, donate via x402, check reputation.

5
TypeScript
MIT
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MCP Server for SlimContext - AI chat history compression tools

5
TypeScript
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Check, compile, run, and test Sounio programs locally.

5
Lean
Apache-2.0
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GLGlobestudio logo

Generate dotted-globe maps, share URLs, and embed snippets from chat.

5
JavaScript
MIT
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Connect AI agents to multiple Shopify Admin stores for reports, comparisons, and guarded updates.

5
TypeScript
MIT
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VAVault Cortex logo

Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1

5
TypeScript
MIT
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