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.

14,200 MCP servers

Pare Go ג€” Structured Go tool output (build, test, vet, fmt, mod) as typed JSON diagnostics.

130
TypeScript
MIT
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Pare HTTP ג€” Structured HTTP request operations (GET, POST, HEAD) as typed JSON.

130
TypeScript
MIT
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Pare Lint ג€” Structured linting and formatting (ESLint, Prettier, Biome, Oxlint) as typed JSON.

130
TypeScript
MIT
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Pare Make ג€” Structured Make/Just task runner operations (run, list) as typed JSON.

130
TypeScript
MIT
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Pare npm ג€” Structured npm/pnpm operations (install, audit, outdated, list, run) as typed JSON.

130
TypeScript
MIT
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Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON.

130
TypeScript
MIT
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Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON.

130
TypeScript
MIT
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Pare Test ג€” Auto-detects test framework (pytest, jest, vitest, mocha), returns typed JSON.

130
TypeScript
MIT
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Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON.

130
TypeScript
MIT
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MCP server for code search (ripgrep + fd) with structured, token-efficient output

130
TypeScript
MIT
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Auto-detects test framework (pytest, jest, vitest) and returns structured results.

130
TypeScript
MIT
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Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling

128
Python
MIT
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ARC-1

Active

MCP server for SAP ABAP systems

127
TypeScript
MIT
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X data platform with 100+ REST endpoints, MCP tools, webhooks, SDKs, and confirmed writes.

126
JavaScript
MIT
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Access Dynatrace observability data: logs, metrics, problems, vulnerabilities via DQL and Davis AI

126
TypeScript
MIT
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Avrotize

Active

Schema conversion and schema-driven code generation MCP server.

125
Python
Apache-2.0
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Augments MCP Server - A comprehensive framework documentation provider for Claude Code

123
TypeScript
MIT
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Augments MCP Server - A comprehensive framework documentation provider for Claude Code

123
TypeScript
MIT
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Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.

119
Python
MIT
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Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

119
Python
MIT
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Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, NCM/CFOP. Sem API key.

118
Python
MIT
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Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.

116
TypeScript
Apache-2.0
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Automated DOCX redlining engine — review and mark up Word documents via AI agent

115
Python
MIT
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Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

114
TypeScript
MIT
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Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language

111
TypeScript
MIT
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Email inbox API for AI agents with MCP tools for Mailbox, Management, and Sending APIs.

109
PHP
MIT
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Access Tandem documentation, install guides, SDKs, and agent setup help via a remote MCP server.

108
Rust
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150+ SAP HANA database tools as MCP tools for AI assistants

107
JavaScript
Apache-2.0
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Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents

104
Python
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Auto-resolves Git merge conflicts so agents only touch the complex hunks.

104
TypeScript
MIT
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