MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

69468
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34751
jsilets
Interactive UI for Monarch Money inside claude.ai, running on Monarch's officia…
— ○ ⏳ — — — — — —
34752
carsonlabs
Waterfall lead enrichment for AI agents, cascading through Apollo, Clearbit, an…
— ○ ⏳ — — — — — —
34753
bb4rjfl
An MCP server that helps foreign tourists in Korea find places, shops, transpor…
— ○ ⏳ — — — — — —
34754
ShopFarnow
VerditNxtGen Claim
A cryptographic sidecar proxy that tests MCP tools for OWASP vulnerabilities be…
— ○ ⏳ — — — — — —
34755
MCP-Mirror
Enables MCP client agents to play the classic Minesweeper game by connecting to…
— ○ ⏳ — N/A N/A — 95 —
34756
ffpy
my-mcp-ssh Claim
An MCP server that enables large language models to connect to remote servers v…
— ○ ⏳ — N/A N/A — — —
34757
juansebashr
Enables AI assistants to query and manage personal finance data through the uno…
— ○ ⏳ — — — — 81 —
34758
eik-1
learn-mcp Claim
A learning MCP server with tools, resources, prompts, and sampling for AI clien…
— ○ ⏳ — N/A N/A — — —
34759
geraservicesuk
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
— ○ ⏳ — N/A N/A — 95 —
34760
kkeeling
Integrates TimeCamp time tracking into AI assistants, enabling real-time timer …
— ○ ⏳ — — — — — —
34761
Hippensteel
ccfolio Claim
Enables searching and browsing past Claude Code conversations directly from wit…
— ○ ⏳ — N/A N/A — — —
34762
boringstudio-org
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
— ○ ⏳ — N/A N/A — 95 —
34763
BigDataTeam5
Enables AI-powered analysis of healthcare market segments, product comparisons,…
— ○ ⏳ — — — — — —
34764
3mdistal
css-tutor Claim
Acts as a CSS Tutor, providing personalized updates about CSS features by fetch…
— ○ ⏳ — N/A N/A — — —
34765
baixinyao2011-beep
Local management console and permission wrapper for integrating Google Search C…
— ○ ⏳ — N/A N/A — — —
34766
houxiang676
wxapkg-mcp Claim
MCP server for local .wxapkg inspection, decryption, and extraction. Enables li…
— ○ ⏳ — N/A N/A — — —
34767
kubegrind
upwork-mcp Claim 1
An MCP server for automating Upwork workflows including job search, proposal su…
— ○ ⏳ — N/A N/A — 95 —
34768
Gonzih
Search companies, officers, and filing history across 140+ jurisdictions worldw…
— ○ ⏳ — — — — — —
34769
IllyaStarikov
An MCP server that provides full read/write access to OmniFocus, enabling AI as…
— ○ ⏳ — N/A N/A — — —
34770
Microtechusa
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
— ○ ⏳ — N/A N/A — — —
34771
inity13
store Claim
Search, preview, and buy 500+ MIT-licensed digital developer products from Data…
— ○ ⏳ — — — — — —
34772
Collabzonex
melody-genie Claim
Write lyrics in 100+ styles, score them, generate full songs with 4 engines, sp…
— ○ ⏳ — — — — — —
34773
0xddneto
AI Proof of Us Claim 1
Private signed AI task receipts with replay checks and optional validated AIPOU…
— ○ ⏳ — N/A N/A — 75 —
34774
junter1989k-ai
Chile payments for AI agents — Mercado Pago wallet via Mercado Pago. Never hold…
— ○ ⏳ — — — — — —
34775
theYahia
maib-mcp Claim
MCP server for MAIB e-commerce payments (Moldova). Supports payments, refunds, …
— ○ ⏳ — — — — — —
34776
ZaynJarvis
disk Claim
Disk is a personal cloud storage on Cloudflare with an MCP server enabling agen…
— ○ ⏳ — — — — — —
34777
DumoeDss
Enables LLMs to list, open, and close installed software on Windows, macOS, and…
— ○ ⏳ — N/A N/A — — —
34778
kwrkb
worklog-mcp Claim
A simple, searchable Markdown-based MCP server for saving and retrieving work l…
— ○ ⏳ — N/A N/A — 95 —
34779
denizcakiroglu322
Enables querying Turkish economic data (inflation, FX rates, policy rates, etc.…
— ○ ⏳ — — — — — —
34780
PhillyUrbs
mcparr Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
— ○ ⏳ — — — — — —
34781
aspiring-100x
A TypeScript library that lets you build MCP servers whose tools charge stablec…
— ○ ⏳ — — — — — —
34782
wangshuai6491
Enables comprehensive PDF analysis and manipulation including page size analysi…
— ○ ⏳ — N/A N/A — 95 —
34783
dotts-h
twiceshy Claim
Experience memory for coding agents: validated traps, fixes and dead-ends at de…
— ○ ⏳ — — — — — —
34784
dick571
suna Claim
— ○ ⏳ — N/A N/A — 95 —
34785 — ○ ⏳ — N/A N/A — 95 —
34786
ExpertVagabond
sdp-mcp Claim
Provides 76 tools for enterprise Solana development, enabling stablecoin issuan…
— ○ ⏳ — — — — 81 —
34787
sigee-min
outline-mcp Claim
Connects MCP clients to Outline workspaces, enabling agents to safely read, upd…
— ○ ⏳ — — — — — —
34788
codemind-ai
CodeMind Claim
An AI Security Guardian MCP server that provides real-time vulnerability scanni…
— ○ ⏳ — N/A N/A — — —
34789
xiaojiou176-open
Read-only MCP server for CortexPilot workflows, queue state, proof, replay, and…
— ○ ⏳ — N/A N/A — 95 —
34790
domdanao
Enables AI agents to access Magpie Payment Platform APIs for processing payment…
— ○ ⏳ — N/A N/A — — —
34791 — ○ ⏳ — N/A N/A — 95 —
34792
NOTTIBOY137
PoC benign MCP server for update-hijack security research
— ○ ⏳ — N/A N/A — 95 —
34793
rajatsandeepsen
Provides a template to run an MCP server in a Next.js project using the Vercel …
— ○ ⏳ — — — — — —
34794
iflow-mcp
mcp-hydra Claim
A lightweight, extensible cybersecurity toolkit that connects AI assistants to …
— ○ ⏳ — N/A N/A — — —
34795
mahir-mahir890
web-to-ai Claim
Web to AI is an MCP server that exposes a personal library of captured web UI t…
— ○ ⏳ — N/A N/A — — —
34796
AIops-tools
Governed managed-endpoint ops — login-storm & drift analysis, 13 MCP tools with…
— ○ ⏳ — N/A N/A — — —
34797
ethanhan2014
sap-help-mcp Claim
An MCP server for searching SAP Help Portal documentation, enabling AI assistan…
— ○ ⏳ — N/A N/A — — —
34798
dakofler
Exposes custom Python functions as tools and integrates with Ollama for tool ca…
— ○ ⏳ — — — — — —
34799
402signalhq
402signal Claim
Checks and validates live x402 payment routes across Base, Solana and Algorand.
— ○ ⏳ — — — — — —
34800
gdncomm-ruthsan-r
An MCP server that connects to your GitHub repositories, detects API changes, a…
— ○ ⏳ — N/A N/A — — —
Showing 34751–34800 of 69468 servers
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