MCP Server Quality Scores
Independent quality analysis of 69535 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35151 |
Open Library MCP Server
Claim
Connects AI assistants to the Open Library API for searching books and authors,…
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| 35152 |
MongoDB MCP Server
Claim
Enables AI agents to securely connect to MongoDB databases via MCP, with deploy…
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| 35153 |
mcp_python_exec_server
Claim
Enables safe execution of Python code snippets within a sandboxed environment, …
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| 35154 |
COMPRASAL MCP
Claim
Enables querying El Salvador's public procurement data via the COMPRASAL API, i…
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| 35155 |
ai-visibility
Claim
Track how ChatGPT, Gemini & Perplexity mention, rank & cite your brand. AuraCit…
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| 35156 |
harpa
Claim
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| 35157 |
Wireshark MCP Server
Claim
A comprehensive MCP server that provides AI assistants with professional-grade …
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| 35158 |
grok-mcp-cloudrun
Claim
Grok plugin for deploying and managing Google Cloud Run services via MCP tools,…
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| 35159 |
vyos-mcp
Claim
MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assista…
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| 35160 |
scopus
Claim
Search Scopus abstracts, authors, and export citations via Elsevier API
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| 35161 |
browserbase
Claim
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| 35162 |
FS-MCP
Claim
Provides Claude with complete file system integration including directory manag…
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| 35163 |
mcp-github
Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
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| 35164 |
DataToRAG MCP
Claim
An open-source Model Context Protocol gateway that connects Google Workspace, J…
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| 35165 |
tap-mcp
Claim
Music PR campaign management -- contacts, pitches, campaigns, and outcomes.
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| 35166 |
mcp-server-gsc
Claim
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| 35167 |
sequentialthinking2
Claim
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| 35168 |
mcp-uni
Claim
A universal MCP server that acts as a unified gateway for dynamically connectin…
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| 35169 |
perplexity-mcp
Claim
Enables AI assistants to perform web searches and deep research via Perplexity,…
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| 35170 |
browser-mcp
Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
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| 35171 |
GhostInTheShell MCP
Claim
A sandboxed, read-only MCP server that safely exposes system metrics, container…
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| 35172 |
mcp-food-feeds
Claim
MCP server for curated food and dining feeds, providing tools to list, read, an…
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| 35173 |
mcp-app-vscode-bigquery
Claim
Enables GitHub Copilot to query BigQuery and render interactive React visualiza…
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| 35174 |
X (Twitter) Trends API
Claim
X trending topics and discussion volume over time. Free key at trendsapi.ai
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| 35175 |
mcp-toolbox
Claim
A comprehensive MCP server enabling LLMs to execute commands, manage files, int…
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| 35176 |
travel-deals-mcp
Claim
Travel Deals MCP is a Model Context Protocol server that lets AI agents search …
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| 35177 |
Xadeus-QQ-MCP
Claim
QQ MCP Server — connects to QQ via NapCatQQ (OneBot v11), giving AI agents dire…
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| 35178 |
Beckett — MCP for Godot
Claim
Zero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript E…
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| 35179 |
mcp-obsidian
Claim
A filesystem-based MCP server for Obsidian vaults that enables LLMs to browse, …
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| 35180 |
mcp-mysql-server
Claim
Provides a lightweight MySQL database interface via stdio, enabling query execu…
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| 35181 |
A Model Context Protocol server that connects AI assistants to a Google Sheets …
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| 35182 |
AI SEO Magic Button
Claim
Point it at your site, get a whole-site AEO/GEO audit plus a ready-to-run plan …
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| 35183 |
reaper-mcp
Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
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| 35184 |
An unofficial MCP server for RateMyProfessors.com that enables fetching profess…
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| 35185 |
sproutos
Claim
AI-powered WordPress MCP plugin | Give AI agents full access to your pages, the…
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| 35186 |
gsheets-mcp
Claim
A local MCP server that lets Claude read and write Google Sheets through the Go…
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| 35187 |
Rejestr.io MCP Server
Claim
Provides access to Poland's largest business registry database, enabling compan…
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| 35188 |
PDD Shopping MCP
Claim
Enables searching, normalizing, and signal-analyzing products on Pinduoduo, wit…
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| 35189 |
Connects Antigravity to a LiteLLM instance, enabling chat completions, model li…
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| 35190 |
An MCP server for weather information.
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| 35191 |
hermes-computer-use
Claim
Pixel-level browser automation MCP server that drives a real Chrome browser usi…
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| 35192 |
Eureka Labo MCP Server
Claim
Enables task management and automated development tracking for Eureka Labo proj…
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| 35193 |
portal-mcp-server
Claim
SSH orchestration MCP server for coding agents, enabling persistent bash sessio…
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| 35194 |
pluggy-mcp-server
Claim
Read-only MCP server for connecting to Pluggy Open Finance Brasil, exposing acc…
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| 35195 |
Get on Board
Claim
Recruiter-scoped search across Latin America's largest tech talent pool. OAuth-…
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| 35196 |
Enables managing Nextcloud tasks through natural language, including creating, …
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| 35197 |
gRPC MCP Server
Claim
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
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| 35198 |
Averray
Claim
Paid work for agents: claim verifier-checked jobs, submit, earn USDC. Some need…
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| 35199 |
Provides a sequentialthinking tool for dynamic, reflective problem-solving via …
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| 35200 |
mcp-dev-servers
Claim
Provides 7 MCP servers with 95 tools for git, GitHub, .NET, Ollama, Rust, templ…
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