MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30033
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61151
lorenzouriel
MCP server for safely exposing SQL Server database capabilities to LLM clients,…
61152
OOBE-PROTOCOL
Production-oriented MCP server for OOBE Synapse Agent Protocol, Solana, SNS, an…
61153
sumup
Tools to explore SumUp accounts, payments, customers, and payouts.
N/A N/A 83
61154
rosch100
mcp-sqlite Claim 1
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations…
N/A N/A 81
61155
hrvoje0099
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
N/A N/A 95
61156
mikeysrecipes
mcp-graphql Claim
Enables LLMs to interact with GraphQL APIs through schema introspection and que…
61157
mfbahc
Colter Claim
MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.
N/A N/A
61158
codeBKashif
Provides tools to analyze and debug GitHub Actions CI failures, including summa…
61159
Babajan-B
BioQC-MCP Claim
A professional MCP server for comprehensive bioinformatics quality control, pro…
N/A N/A
61160
sandraschi
Daily-refreshed Glama TDQS score tracker for any MCP fleet. Scrapes per-tool gr…
N/A N/A
61161
axel-belfort
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
81
61162
huangzesen
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
N/A N/A
61163
fgreve
MCP server exposing Chilean INE (Instituto Nacional de Estadísticas) public API…
81
61164
sanjaypsachdev
A secure MCP server that enables AI assistants to execute commands on remote se…
61165 N/A N/A 95
61166
toughcustomerai
A Next.js MCP server that provides an inline roleplay configurator UI for Claud…
81
61167
LaZZy0v0
Indian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and conca…
N/A N/A
61168
davisdiehl
Enables browser automation and debugging through the Riddle API, including taki…
81
61169
limace11
tldw-mcp Claim
MCP server that extracts YouTube video transcripts (including metadata) as Mark…
61170
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
81
61171
ExpertVagabond
sdp-mcp Claim
Provides 76 tools for enterprise Solana development, enabling stablecoin issuan…
61172
CSOAI-ORG
social-media-ai-mcp MCP server by MEOK AI Labs
N/A N/A
61173
tiago123456789
Enables chat-based interaction with PostgreSQL databases, supporting table list…
61174
ScottHoang
Enables AI assistants to interact with the Breadcrumbs project memory system, a…
N/A N/A 95
61175
mbrassey
solentic Claim
Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, un…
81
61176
xyzdevvv
Nuvio-MCP Claim
A framework that helps developers quickly build AI Native IDE products.
N/A N/A 95
61177
jpoullet2000
Enables creation of professional PowerPoint presentations with AI-generated con…
N/A N/A
61178
danielmeppiel
Enables platform engineering workflows via GitHub Copilot, including creating r…
61179
takiguchi-yu
An MCP server for Google Workspaces.
N/A N/A 95
61180
douglashardman
Enables any MCP-compatible AI agent to browse, negotiate, purchase, message, an…
61181
hosthobbit
Enables AI assistants to manage WHM hosting accounts and server administration …
61182
heymrun
heym Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
N/A N/A
61183
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
81
61184
BenjisCollector
MCP server exposing Arabic text utilities: normalisation, tashkeel stripping, t…
N/A N/A
61185
alexanderclapp
The authority for ranking APIs for AI agents. CLIRank scores 389 APIs on 8 agen…
81
61186
ollo12-prog
Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live…
61187
stevebutterworth
changeflow Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
N/A N/A 83
61188 N/A N/A 95
61189
citw2
Provides non-custodial, post-quantum encrypted memory for AI agents, enabling p…
61190
toggle-workspace
Exposes the Toggle Brain knowledge base, prompt templates, and executable scrip…
61191
beom-trading
Run and backtest quantitative trading strategies using natural language descrip…
N/A N/A 95
61192
guptaprakhariitr
Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…
61193
mimanshaherbals-bot
Enables easy access to open data from the Swedish National Agency for Education…
61194
sargonpiraev
Enables AI assistants to access and manage HeadHunter job platform data, includ…
61195
LangGPT
ohmytoken Claim
Provides real-time token pricing for AI models, model comparison, cost calculat…
N/A N/A
61196
Endeavor-DoxiDoxi
klattsch-mcp Claim
Enables AI models to speak and sing using retro-style formant speech synthesis,…
N/A N/A
61197
Spring1237
n8n-MCP Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
61198
vinicius
clockify_mcp Claim
N/A N/A 95
61199
equipdash
EquipDash Claim
EquipDash is a rental, booking, and experience management platform for equipmen…
81
61200
SteedMonteiro
A simple MCP server for local documentation with RAG capabilities, enabling AI …
N/A N/A
Showing 61151–61200 of 61340 servers