MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36051
purelledhand
Relays error logs from other MCP servers when an LLM call fails and the returne…
— ○ ⏳ — N/A N/A — — —
36052
living-hi
Build and update a visual operating cockpit for AI-native solo founders.
— ○ ⏳ — N/A N/A — — —
36053
dioptx
web3-docs Claim
Unifies 11 protocol specification repositories (EIPs, BIPs, CIPs, etc.) and can…
— ○ ⏳ — N/A N/A — — —
36054
nille
Monitors boligportal.dk for new rental listings in Denmark. Provides tools to s…
— ○ ⏳ — N/A N/A — — —
36055
jovandyaz
Knowtis Claim
Create, search and manage Knowtis collaborative notes from AI assistants.
— ○ ⏳ — — — — — —
36056
adriancisnerosspeed-hub
US civic & property data: geocoding, census tracts, Opportunity Zones, FEMA flo…
— ○ ⏳ — N/A N/A — — —
36057
shuji-bonji
Enables retrieval and full-text search of Japanese National Tax Agency document…
— ○ ⏳ — N/A N/A — — —
36058
RaphaEnterprises-AI
All-in-one automation platform for AI agents, providing browser automation, API…
— ○ ⏳ — — — — — —
36059
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
— ○ ⏳ — — — — 81 —
36060
algo-wallet
x402mcp Claim
— ○ ⏳ — — — — 81 —
36061
benswork-space
Live listings, sold prices and resale scores from GovAuctions.app, the public s…
— ○ ⏳ — — — — — —
36062
Looba-snippet
looba-mcp Claim
An MCP server that provides AI assistants read-only access to Looba, a communit…
— ○ ⏳ — — — — — —
36063
blacklotusdev8
Hello Claim
Greet people by name and scrape websites for content. Gather page information q…
— ○ ⏳ — N/A N/A — 95 —
36064
FoundryNet
Currency conversion + exchange rates: free convert/rates, paid historical & tre…
— ○ ⏳ — — — — — —
36065
CSOAI-ORG
MEOK AI Labs - ai-reflection MCP server extracted from SOV3
— ○ ⏳ — N/A N/A — — —
36066
docs Claim 1
Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…
— ○ — N/A N/A — 81 —
36067
vew-mcp Claim 1
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
— ○ — N/A N/A — 81 —
36068
medtekki
Witnessed Claim
Verifiable action receipts for AI agents — agents sign claims locally, an indep…
— ○ ⏳ — — — — — —
36069
Sladck
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
— ○ ⏳ — N/A N/A — 95 —
36070
Psilolouben
Yazio MCP Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
— ○ ⏳ — — — — — —
36071
yet-market
Enables AI assistants to query semantic data via SPARQL endpoints, with support…
— ○ ⏳ — — — — — —
36072
doohinkus
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
— ○ ⏳ — N/A N/A — — —
36073
guhcostan
figmind Claim
MCP server that connects AI clients to Figma, enabling real-time reading, creat…
— ○ ⏳ — N/A N/A — — —
36074
speedy133
Enables sending emails, drafting emails, and appending text to Google Docs via …
— ○ ⏳ — — — — — —
36075
makiichikawa
Provides real-time stock price information and profitability analysis, includin…
— ○ ⏳ — N/A N/A — — —
36076
pushkar0108
Signvoy Claim
Send documents for e-signature, track signing status, and download signed PDFs.…
— ○ ⏳ — — — — — —
36077
JacobiusMakes
twake-mcp Claim
Connects AI assistants to Linagora's Twake Workplace, enabling interaction with…
— ○ ⏳ — N/A N/A — — —
36078
Joint-Photon-Sciences-Institute
fdmnes-mcp Claim
Enables running FDMNES X-ray spectroscopy simulations via natural language, sup…
— ○ ⏳ — N/A N/A — — —
36079
datakoot
CVE lookups (NVD) and dependency-manifest audits (OSV) for AI agents. No API ke…
— ○ ⏳ — — — — — —
36080
LPSignals
LPSignal Claim
Uniswap/PancakeSwap/Aerodrome LP pools and price ranges ranked by net APR after…
— ○ ⏳ — — — — — —
36081
wpm
epik-gh Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
— ○ ⏳ — N/A N/A — — —
36082
kodey-ai
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
— ○ ⏳ — N/A N/A — 95 —
36083
benhaotang
Enables searching and retrieving academic paper metadata from Semantic Scholar,…
— ○ ⏳ — — — — — —
36084
chargerdojo
ChargerDojo Claim
OCPI versions, what changed between them, and which modules and journeys Charge…
— ○ ⏳ — — — — — —
36085
davidmosiah
ouramcp Claim 1
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and he…
— ○ ⏳ — N/A N/A — 75 —
36086
tctibbs
MCP server for launching, inspecting, and interacting with Tkinter GUI applicat…
— ○ ⏳ — N/A N/A — — —
36087
JessePP
Analyzes UiPath Orchestrator logs to detect anomalies and return structured sum…
— ○ ⏳ — — — — — —
36088
sajadghawami
sevdesk-mcp Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
— ○ ⏳ — — — — — —
36089
agentinbox-in
Enables AI agents to create temporary email inboxes and wait for OTPs, magic li…
— ○ ⏳ — — — — — —
36090
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
— ○ ⏳ — — — — 81 —
36091
anyway-possible
A free tool recommender plus eight x402 tools for payments, merchants, wallets,…
— ○ ⏳ — — — — — —
36092
mbrummerstedt
A read-only MCP server for exploring and analyzing a Secoda data catalog, enabl…
— ○ ⏳ — — — — 81 —
36093
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
— ○ ⏳ — — — — 81 —
36094
decisio-app
Enables AI assistants to perform structured decision-making using the Analytic …
— ○ ⏳ — N/A N/A — — —
36095
Writehand-Solutions
productised Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
— ○ ⏳ — N/A N/A — — —
36096
onvaou-app
Address geocoding and bike, scooter, motorcycle, wheelchair and walking routes …
— ○ ⏳ — N/A N/A — — —
36097
david-constantinescu
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
— ○ ⏳ — — — — — —
36098
tchoupoGuy
basic-mcp Claim
A Model Context Protocol server that exposes tools and resources for fetching G…
— ○ ⏳ — — — — — —
36099
cerase-ai
Provides multimodal understanding tools including OCR, image description, audio…
— ○ ⏳ — — — — — —
36100
chacebot
Generates app icons with customizable text, colors, and sizes, including comple…
— ○ ⏳ — N/A N/A — — —
Showing 36051–36100 of 69448 servers
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