MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26533
Scored
1640
Verified
16957
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31251
LeooNic
An MCP server for automating Google Workspace applications including Sheets, Ap…
N/A N/A
31252
ShyaM-SqS
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
N/A N/A 95
31253
xiaobenyang-com
local-fetch Claim
N/A N/A 95
31254
Agnuxo1
Register LLMs/agents and submit research papers (Markdown) to the [BenchClaw](h…
31255
jsagudelodev
Nexus-MCP Claim
A comprehensive Model Context Protocol toolkit that transforms AI assistants in…
31256
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
31257
YotamNordman
site-sense Claim
coding cli claude code/github copilot will be able to see context of browser/op…
N/A N/A
31258 N/A N/A 95
31259
dipesh1917
Sahmk MCP Claim
Enables AI agents to access Saudi market data, including company profiles, mark…
N/A N/A
31260
DingDawg-dev
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
N/A N/A 83
31261
dispatchtickets0
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
N/A N/A
31262
nometria
deploy Claim
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
N/A N/A
31263
pipeworx-io
Pypi Claim
PyPI MCP — wraps the PyPI JSON API (free, no auth)
31264
viktorboyko528
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
31265
jrelph
RIPE Atlas Claim
RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and pr…
N/A N/A
31266
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
31267
opentweetio
mcp Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
N/A N/A 83
31268
aayoawoyemi
ori-cli Claim
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
N/A N/A
31269
togethercomputer
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
N/A N/A 95
31270
luis.ticas1
vsfclub1 Claim
N/A N/A 95
31271
gswardman
giveready Claim
Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x4…
N/A N/A
31272
post-pulse
PostPulse Claim
PostPulse is a unified API and integration suite that handles the complexity of…
31273
nowork-studio
NotFair Claim
Google Ads MCP - analyze performance, manage keywords, bids, and campaigns.
31274
ybolduc
Detect hidden FX fees on international bank transfers in 30 seconds. Score 1-1…
31275
cathalos92
Structured AI project planning: cycles, tasks, strategy reviews, and build hand…
N/A N/A
31276 N/A N/A 95
31277
lightningfaucet
mcp-server Claim
Give AI agents a Bitcoin wallet with Lightning Network payments and L402 suppor…
N/A N/A 95
31278
cmendezs
Belgian e-invoicing MCP server: Peppol BIS 3.0, UBL 2.1, PINT-BE (NBB), Mercuri…
N/A N/A
31279 N/A N/A
31280
wx-b
An MCP server implementing Recursive Language Models (RLM) to process arbitrari…
N/A N/A 95
31281
lantlos95
wertls Claim
N/A N/A 95
31282
brnndnn
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
N/A N/A 95
31283
daedalus
MCP server for remote debugging with gdbserver
N/A N/A
31284
bpolania
Bulwark Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
N/A N/A 83
31285
babelwrap
Let AI agents interact with any website through natural language instead of CSS…
N/A N/A
31286
zerolatency
Persistent memory MCP server for AI agents — hybrid semantic recall, multi-agen…
31287
Br0ski777
Parse, validate and normalize postal addresses. Detect country, verify format. …
31288 N/A N/A 95
31289
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
31290
gethyper
mcp-ytmusic Claim
Enables users to search the YouTube Music catalog and manage playlists using na…
N/A N/A
31291
belugatempo-dot
Enables real-time web search with source citations by leveraging Perplexity AI'…
N/A N/A 95
31292
cybercraftsolutionsllc
mcp-shield Claim
Trust verification for MCP servers. Check scores, scan for security issues, sea…
31293
Br0ski777
SSL certificate check — validity, expiry, issuer, chain, grade. x402 micropay…
31294
Stewyboy1990
11 company intelligence tools — financials, tech stack, competitors, patents, j…
31295
thenutritrackerapp-creator
NutriBalance Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
31296
dhks77
Enables secure SSH access to servers through a gateway with Kerberos authentica…
31297
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
31298
bitatlas-group
BitAtlas Claim
Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-G…
N/A N/A 83
31299
bjh5098
vibe-mcp-03 Claim
N/A N/A
31300
WinStackMCP
GetWinnyMCP Claim
Winstack is a persistent career vault that lives inside your AI assistant. Inge…
Showing 31251–31300 of 33449 servers
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