MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 3 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52901 |
mcp-blanko
Claim
A TypeScript template for building MCP servers with placeholder tools and dual …
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| 52902 |
Eraser Diagram Generator
Claim
Generate professional diagrams from text descriptions using the Eraser API thro…
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| 52903 |
colab-mcp
Claim
An MCP server for interacting with Colab.
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| 52904 |
@perssona/orchestrator
Claim
MCP server that lets AI agents control Perssona. It enables creating terminals,…
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| 52905 |
mcp-arxiv
Claim
An MCP server that enables AI assistants to search arXiv papers, retrieve metad…
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| 52906 |
bar-assistant-mcp
Claim
MCP server for Bar Assistant that enables searching cocktails, managing ingredi…
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| 52907 |
ReforgerForge MCP
Claim
Enables AI-powered modding for Arma Reforger with 50 tools for API search, code…
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| 52908 |
sqlite-mcp-server5
Claim
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| 52909 |
obsidian-vault-mcp
Claim
Manages feature documentation and bug tracking inside an Obsidian vault, organi…
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| 52910 |
LegacyMCP
Claim
MCP server that enables AI-powered assessment of Active Directory on-premises e…
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| 52911 |
MCP Playbook Server
Claim
Manages project documentation and saves conversation logs within a target proje…
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| 52912 |
pywebview-mcp
Claim
Playwright-style MCP server for pywebview apps that lets AI assistants see, con…
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| 52913 |
air-mcp-server
Claim
MCP server for booking and date-utility tools, deployed on AWS Lambda, supporti…
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| 52914 |
appstore-rejections-mcp
Claim
An MCP server that gives AI assistants access to a curated database of Apple Ap…
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| 52915 |
fallcompass-mcp
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations from foldkit as MCP…
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| 52916 |
Enables fetching poker sessions and computing aggregate statistics (profit, win…
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| 52917 |
swarm-mcp
Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
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| 52918 |
Cited IBM Maximo and MAS answers: upgrades, error codes, gotchas, versions and …
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| 52919 |
MCP Memory
Claim
MCP Memory is a MCP Server that gives clients like Cursor and Claude the abilit…
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| 52920 |
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
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| 52921 |
Grok Plugin Codex
Claim
An MCP server that exposes the local Grok CLI to Codex for bounded repo work, r…
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| 52922 |
arena-mcp
Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
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| 52923 |
claude-init
Claim
Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
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| 52924 |
CodeMax
Claim
Cross-stack MCP server that scans frontend and backend code together, detects m…
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| 52925 |
reflens
Claim
An MCP server that indexes reference repositories and provides tools for AI cod…
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| 52926 |
Enables AI systems to interact with the XRP Ledger Testnet, supporting XRP paym…
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| 52927 |
Enables MCP clients to perform intelligent web searches via Traylinx's Agentic …
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| 52928 |
mcp-db-server
Claim
Enables querying PostgreSQL and MySQL databases using natural language, with RE…
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| 52929 |
Splitwise MCP Server
Claim
A server that wraps the Splitwise API so Claude can read and manage expenses, i…
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| 52930 |
MNEE MCP Server
Claim
Enables AI agents to interact with MNEE stablecoin on Bitcoin SV, including che…
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| 52931 |
MCP server for SQL Server: schema inspection, safe read-only queries, query pla…
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| 52932 |
MCP Calculator
Claim
A Model Context Protocol (MCP) server example with calculator tools, built usin…
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| 52933 |
An MCP server that analyzes GitHub repositories and automatically generates REA…
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| 52934 |
MCP Nightscout
Claim
Connects AI assistants to Nightscout for real-time glucose monitoring, analysis…
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| 52935 |
@micro-zoe/micro-mcp
Claim
An MCP server for micro-app integration that enables documentation crawling and…
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| 52936 |
MCP PageSpeed Insights
Claim
Connects LLMs to Google PageSpeed Insights to analyze web performance, accessib…
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| 52937 |
Figma Context MCP
Claim
A Model Context Protocol (MCP) server that enhances Figma design integration by…
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| 52938 |
AHME
Claim
Provides AI coding assistants with long-term memory by compressing conversation…
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| 52939 |
Profiles MCP Server
Claim
Enables building RudderStack Profiles projects using natural language through A…
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| 52940 |
PharosPay MCP Server
Claim
Enables AI agents to make gasless payments on Pharos blockchain using x402/EIP-…
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| 52941 |
storytelling-media-mcp
Claim
Provides tools for agent-driven video creation, including image generation via …
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| 52942 |
quant-research
Claim
Crypto backtest statistics: the server owns the trial count, so it cannot be un…
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| 52943 |
Formula 1 MCP Server
Claim
Provides easy access to Formula 1 data including championship standings, event …
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| 52944 |
Enables AI agents to investigate Splunk exports or live queries using determini…
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| 52945 |
LedgerLink MCP
Claim
Connects AI assistants to QuickBooks Online, enabling management of invoices, c…
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| 52946 |
MCP Project Guard
Claim
This MCP server automatically analyzes project architecture and finds similar c…
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| 52947 |
Qlik MCP Server
Claim
A comprehensive MCP server that provides complete access to Qlik Sense applicat…
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| 52948 |
hsn-classifier-mcp
Claim
Indian HSN/GST code lookup by description (4,676 entries)
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| 52949 |
github-workflow-mcp
Claim
Automates GitHub workflows (branch creation, testing, commit/push, PR) through …
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| 52950 |
Reka Vision MCP Server
Claim
Enables AI agents to upload, index, search, and analyze videos through the Reka…
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