MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34801
molpass
numerology Claim
Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urg…
N/A N/A
34802
selvin-paul-raj
Fully featured MCP server that provides automation tools for LinkedIn, supporti…
N/A N/A
34803
loudMore
mcp-eyes Claim
A drop-in MCP server that pairs long-context reasoning LLMs with vision models …
N/A N/A
34804
Tairon-ai
Enables interaction with the Secret Network blockchain, including querying bloc…
N/A N/A
34805
MichaelGorski
Enables AI coding agents to access persistent, structured product context (pers…
N/A N/A
34806
avansaber
seo-monster Claim
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrU…
N/A N/A
34807
Bayway
janusmcp Claim
Local, open-source multi-account MCP broker — one endpoint, every account. Add …
N/A N/A
34808
p-gentili
justetf-mcp Claim
Provides read-only access to justETF data including ETF search, profiles, chart…
N/A N/A
34809
nikships
FastMCP server for Google's gemini-omni-flash-preview video model, enabling tex…
N/A N/A
34810
volkan-m
Empowers AI agents to see, reason, and control computers via VNC, providing adv…
34811
junter1989k-ai
Uganda payments for AI agents — MTN MoMo via Flutterwave. Never holds funds.
34812
comoc
Enables AI models to monitor and control Kachaka robots via MCP, including navi…
34813
handaas
An MCP server that integrates HandaaS data APIs for industrial chain analysis, …
34814
GSA-TTS
Enables LLMs to query and analyze government website analytics from analytics.u…
34815
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
N/A N/A 95
34816
anthonysnyder
A local MCP server that lets Claude answer plain-language questions about your …
N/A N/A
34817
xiaobenyang-com
cookier_reward Claim 1
A model context protocol server that provides Cookie rewards for LLMS through g…
N/A N/A 95
34818 N/A N/A 95
34819
nomadslayer
Enables deployment and management of GPU workloads across multiple cloud provid…
81
34820
filhocf
Enables AI assistants and development tools to interact with ServiceNow instanc…
34821
jobswithgpt
Search remote and onsite jobs through the public Corvi Careers MCP server.
81
34822
las7
reachpad-mcp Claim
Enables agents to share and hand off documents with stable URLs, comment, and g…
34823
BillShiyaoZhang
Enables AI agents to fetch emails from local Apple Mail accounts and mailboxes,…
N/A N/A
34824
1olegshev
A collection of MCP servers for Slack, Jira, Confluence, and release coordinati…
N/A N/A
34825
Dirichelet
A Model Context Protocol (MCP) server that enables remote access to OpenCode AI…
N/A N/A
34826
icedsg
Captures ideas from conversations and organizes them into a persistent, hierarc…
N/A N/A
34827
gott150
obsidian Claim
N/A N/A 95
34828
Geoffrey-Fang
Enables AI models to create and manage various types of diagrams (flowcharts, U…
N/A N/A
34829
DiscreteTom
Loads Agent Skills from markdown files, exposing them as MCP tools or system pr…
N/A N/A
34830
bidouilles
MCP server for Cloudflare Browser Rendering Crawl API. Fetches and crawls web p…
N/A N/A
34831
elisjetmax
vault-kv-mcp Claim
A read-only MCP server that provides tools to read, list, and inspect secrets f…
N/A N/A
34832
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
34833
TetiAI
pixserp Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
34834
vew-mcp Claim 1
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
N/A N/A 81
34835
Cail726
Claude Code 中文写作四合一工具箱:文本分析(字数/段落/阅读时间)、结构化大纲生成(论文/小说/商业计划书)、GB/T 7714 参考文献格式化、…
N/A N/A
34836
plwp
Enables control of Philips Hue lights through the Model Context Protocol, provi…
N/A N/A
34837
miguel-escribano
Provides real-time air quality monitoring and historical data analysis for InBi…
81
34838
mahAnuj
mcp-multi-db Claim
One MCP server for PostgreSQL, MySQL, and SQLite. Unified read-only tools (`lis…
N/A N/A
34839
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
34840
YoushaaMurhij
Unified local MCP AI Gateway that routes across Groq, OpenRouter, Mistral, and …
81
34841
darrellathaya
MCP server for manufacturing defect investigation using knowledge graphs and gr…
N/A N/A
34842 N/A N/A 95
34843
thetatoken
Official MCP server for Theta EdgeCloud's On-Demand Model APIs, providing acces…
34844
bughide010
mcp Claim
N/A N/A 95
34845
wenhua6666668-oss
Find a verified executable provider for a task, with callable handoff and fallb…
34846
aleslanger
A Model Context Protocol server that enables generating, editing, and multi-tur…
34847
redhat-community-ai-tools
slack-mcp Claim
Enables AI assistants to interact with Slack workspaces, providing tools for re…
34848
revolutionarybukhari
psx-mcp Claim
MCP server that exposes Pakistan Stock Exchange data (quotes, dividends, announ…
34849
anchorregistry
On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full…
34850
CorrectOver
mcp-server Claim
MCP runtime security. 22µs validation, 97% self-healing. Detects RCE, SSRF, cre…
N/A N/A
Showing 34801–34850 of 66549 servers
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