MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50801
SeanPedersen
Transcribe YouTube videos for LLM chat applications. Supports fetching transcri…
50802
KSAklfszf921
Enables AI assistants to generate presentations, documents, and webpages throug…
81
50803
lesleslie
Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browse…
N/A N/A
50804
rafiattrach
Enables querying and exploring PhysioNet biomedical datasets via BigQuery, with…
50805
CSOAI-ORG
qr-code-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50806
iflow-mcp
mcp-hydra Claim
A lightweight, extensible cybersecurity toolkit that connects AI assistants to …
N/A N/A
50807
fastman
mcp-kaneo Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
50808
qianyan
基于OpenWeatherMap API的天气查询MCP服务器,支持全球城市天气信息查询,包括温度、湿度和天气描述,并支持摄氏度和华氏度单位切换。
50809
nwant
sf-graph Claim
Maps Salesforce metadata into a Neo4j graph database, enabling AI agents to rea…
N/A N/A
50810
hubshashwat
A Model Context Protocol server that enables AI assistants to manage Splitwise …
50811
CSOAI-ORG
clinical-trials-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50812
Acceleronix
Provides seamless access to 32 Acceleronix PaaS OpenAPIs for device management,…
50813
behrensd
mcpwall Claim
iptables for MCP — blocks dangerous tool calls, scans for secrets, logs everyth…
N/A N/A 95
50814
ybin4548
Share context, detect file conflicts, and send messages across parallel Claude …
N/A N/A
50815
ysalitrynskyi
opn-mcp Claim
Shorten links, read click analytics, generate branded QR codes, and manage link…
50816 N/A N/A 95
50817
jlceaser
A native C# MCP server that gives AI agents real-time control and visual analys…
N/A N/A
50818
jeffereychown-Max
mcp-archive Claim
Provides tools to archive URLs, retrieve clean readable text from Wayback Machi…
50819
greendwin
tasker Claim
Enables AI agents to manage hierarchical tasks and stories stored as Markdown f…
N/A N/A
50820
infai-tech
vulnfeed-mcp Claim
Dependency vulnerability scanner with EPSS exploit probability scoring. Scans l…
N/A N/A
50821
Bankee-ai
Live financial data MCP: FX, crypto, stocks, news, URL reader. x402 on Base: $0…
50822
nexai
Nex.Ai Claim
81
50823
commerce-cloud-integrations
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
81
50824
lazymac2x
Cloudflare Workers MCP server: diff-patch-tools
50825
Click2code
End-to-end Prior Authorization decision-support system with a multi-agent AI pi…
N/A N/A
50826
grabarnick
Minimal MCP server for integrating with amoCRM (API v4): manage deals, contacts…
81
50827
sjcripps
AI-powered SEO and marketing tools for Claude, Cursor, and any MCP client. Rese…
81
50828
Jasper0122
Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS M…
N/A N/A
50829
AIWerk
Provides vehicle wheel and tyre fitment data for 10,000+ makes, models, and tri…
50830
hyperpolymath
Unified MCP for 28 static site generators across 19 languages: Zola, Hakyll, an…
N/A N/A 95
50831
dgenio
MCP context gateway that fronts your upstream MCP server(s): the model sees a b…
N/A N/A
50832
Shatale-SASU
AI-native payment infrastructure that enables AI agents to make purchases, issu…
N/A N/A
50833
Trivle
Enables AI agents to read and write JSON translation files (i18n, i18next, reac…
N/A N/A
50834
fastmcp-me
A comprehensive MCP server for PowerPoint manipulation using python-pptx, provi…
50835
anasahmed07
Enables MCP-aware agents to interact with the classic Outlook desktop client fo…
N/A N/A
50836
aravindev
inkscape_mcp Claim
MCP server that lets AI agents drive Inkscape — interactively alongside the GUI…
N/A N/A
50837
tradermonty
Provides access to EODHD financial APIs for stock prices, earnings, fundamental…
50838
bshivarthyai
navanithmcp Claim
N/A N/A 95
50839
BoltyBolterson
Provides AI agents with real-time, structured data feeds including news, trends…
50840
minasenel
AI-powered IT support server that understands issues in Turkish and English, su…
50841
CSOAI-ORG
ISO 19650 / UK BIM Level 2 compliance for construction projects. EIR, BEP, MIDP…
N/A N/A
50842
sebastianall1977
gmail-mcp5 Claim
N/A N/A 95
50843
mcwalrus
Scrapes the Opportunity Party website and converts policy PDFs to structured ma…
N/A N/A
50844
aixsignal
mcp-server1 Claim
N/A N/A 95
50845
ralfbecher
MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed s…
50846
CSOAI-ORG
planthire-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50847
iceener
Streamable HTTP MCP server for YouTube that enables video search, channel explo…
50848
HasanJahidul
Inspect, manage, and kill local dev servers. Lists what's listening on each por…
N/A N/A
50849
christopher-czaban
An open-source MCP server enabling AI assistants to interact with the Motion AP…
50850
Venkatchavan
OpenAEC MCP Claim
Safety-first Model Context Protocol platform for AEC applications, enabling AI …
Showing 50801–50850 of 57160 servers