MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 2 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61151 |
MSSQL MCP Python Server
Claim
MCP server for safely exposing SQL Server database capabilities to LLM clients,…
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| 61152 |
SAP MCP Server
Claim
Production-oriented MCP server for OOBE Synapse Agent Protocol, Solana, SNS, an…
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| 61153 |
SumUp MCP Server
Claim
Tools to explore SumUp accounts, payments, customers, and payouts.
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| 61154 |
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations…
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| 61155 |
git-leaderboard
Claim
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
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| 61156 |
mcp-graphql
Claim
Enables LLMs to interact with GraphQL APIs through schema introspection and que…
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| 61157 |
Colter
Claim
MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.
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| 61158 |
CI Investigator MCP
Claim
Provides tools to analyze and debug GitHub Actions CI failures, including summa…
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| 61159 |
BioQC-MCP
Claim
A professional MCP server for comprehensive bioinformatics quality control, pro…
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| 61160 |
glama-status-mcp
Claim
Daily-refreshed Glama TDQS score tracker for any MCP fleet. Scrapes per-tool gr…
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| 61161 |
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
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| 61162 |
xhelio-cdaweb
Claim
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
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| 61163 |
ine-chile-mcp
Claim
MCP server exposing Chilean INE (Instituto Nacional de Estadísticas) public API…
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| 61164 |
A secure MCP server that enables AI assistants to execute commands on remote se…
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| 61165 |
mcp-sse-test-6
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| 61166 |
Tough Customer MCP
Claim
A Next.js MCP server that provides an inline roleplay configurator UI for Claud…
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| 61167 |
tijori-finance
Claim
Indian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and conca…
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| 61168 |
Riddle MCP Server
Claim
Enables browser automation and debugging through the Riddle API, including taki…
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| 61169 |
tldw-mcp
Claim
MCP server that extracts YouTube video transcripts (including metadata) as Mark…
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| 61170 |
sec-edgar-mcp
Claim
Access SEC EDGAR financial data through your AI assistant. Search public compan…
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| 61171 |
sdp-mcp
Claim
Provides 76 tools for enterprise Solana development, enabling stablecoin issuan…
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| 61172 |
social-media-ai-mcp
Claim
social-media-ai-mcp MCP server by MEOK AI Labs
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| 61173 |
Enables chat-based interaction with PostgreSQL databases, supporting table list…
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| 61174 |
Breadcrumb MCP Server
Claim
Enables AI assistants to interact with the Breadcrumbs project memory system, a…
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| 61175 |
solentic
Claim
Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, un…
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| 61176 |
Nuvio-MCP
Claim
A framework that helps developers quickly build AI Native IDE products.
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| 61177 |
Enables creation of professional PowerPoint presentations with AI-generated con…
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| 61178 |
platform-eng-copilot
Claim
Enables platform engineering workflows via GitHub Copilot, including creating r…
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| 61179 |
An MCP server for Google Workspaces.
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| 61180 |
Kabuzz MCP Server
Claim
Enables any MCP-compatible AI agent to browse, negotiate, purchase, message, an…
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| 61181 |
whm-mcp-server
Claim
Enables AI assistants to manage WHM hosting accounts and server administration …
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| 61182 |
heym
Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
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| 61183 |
Enables searching and retrieving detailed information about Swedish companies, …
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| 61184 |
mcp-arabic-toolkit
Claim
MCP server exposing Arabic text utilities: normalisation, tashkeel stripping, t…
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| 61185 |
The authority for ranking APIs for AI agents. CLIRank scores 389 APIs on 8 agen…
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| 61186 |
Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live…
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| 61187 |
changeflow
Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
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| 61188 |
mcp-sefaria-server
Claim
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| 61189 |
SAIHM MCP Server
Claim
Provides non-custodial, post-quantum encrypted memory for AI agents, enabling p…
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| 61190 |
toggle-brain MCP Server
Claim
Exposes the Toggle Brain knowledge base, prompt templates, and executable scrip…
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| 61191 |
HeyTraders MCP
Claim
Run and backtest quantitative trading strategies using natural language descrip…
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| 61192 |
gst-validator-mcp
Claim
Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…
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| 61193 |
Skolverket-MCP
Claim
Enables easy access to open data from the Swedish National Agency for Education…
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| 61194 |
Enables AI assistants to access and manage HeadHunter job platform data, includ…
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| 61195 |
ohmytoken
Claim
Provides real-time token pricing for AI models, model comparison, cost calculat…
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| 61196 |
klattsch-mcp
Claim
Enables AI models to speak and sing using retro-style formant speech synthesis,…
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| 61197 |
n8n-MCP
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
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| 61198 |
clockify_mcp
Claim
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| 61199 |
EquipDash
Claim
EquipDash is a rental, booking, and experience management platform for equipmen…
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| 61200 |
MCP Local Context
Claim
A simple MCP server for local documentation with RAG capabilities, enabling AI …
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