MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52951
zym9863
Generates sound effects from text descriptions using ElevenLabs API and saves t…
— ○ ⏳ — N/A N/A — — —
52952
CSOAI-ORG
ad-copy-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — 95 —
52953
kira4094
Enables text-to-image generation using Agnes Image 2.1 Flash via OpenAI-compati…
— ○ ⏳ — — — — — —
52954
followanton
Sleepwalker Claim
AI Visibility and Content Intelligence tools for Claude and MCP-compatible agen…
— ○ ⏳ — — — — — —
52955
CT4nk3r
arrstack-mcp Claim
An MCP server that gives AI assistants control over your Sonarr, Radarr, Prowla…
— ○ ⏳ — — — — — —
52956
fastmcp-me
mcp-datetime Claim
Provides current date and time in various formats including standard, Japanese,…
— ○ ⏳ — — — — — —
52957
qinisolabs
sanctionwise Claim
Screens names against the official UK FCDO Sanctions List to identify possible …
— ○ ⏳ — N/A N/A — — —
52958
bitovi
convey Claim
Enables designing, modifying, and bug reporting in web apps, sending changes to…
— ○ ⏳ — N/A N/A — — —
52959
irahulstomar
brain-mcp Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
— ○ ⏳ — N/A N/A — — —
52960
boyonglin
A lightweight MCP server that enables AI assistants to search and read skills f…
— ○ ⏳ — — — — — —
52961
Groupthink-dev
Enables AI agents to securely interact with Tailscale tailnets for device inven…
— ○ ⏳ — — — — — —
52962
move-32
A read-only Google Drive MCP server that allows searching files, reading file c…
— ○ ⏳ — N/A N/A — — —
52963
ktmcp-cli
MCP server for Betfair Exchange Streaming API, providing real-time streamed upd…
— ○ ⏳ — N/A N/A — — —
52964
SiwarKhalfaoui
Turns raw GitHub commit history into a categorized, human-readable changelog di…
— ○ ⏳ — N/A N/A — — —
52965
ilyanovopashin
A test server that exercises all MCP protocol features including prompts, tools…
— ○ ⏳ — N/A N/A — — —
52966
sharpjsdev
Enables querying ERP data via an external API with adaptive caching, and access…
— ○ ⏳ — — — — — —
52967
randalleast-beep
Provides DNS lookup and email authentication diagnostic tools (SPF, DKIM, DMARC…
— ○ ⏳ — — — — — —
52968
Ricardoran
Enables sending, listing, searching, and reading Outlook emails through Microso…
— ○ ⏳ — — — — — —
52969
discountry
Enables sending notifications to Telegram via a bot, using only native Node.js …
— ○ ⏳ — — — — — —
52970
alphaplapplap
Provides intelligent, persistent memory for AI assistants with semantic search,…
— ○ ⏳ — — — — — —
52971
mananmodi-product
caelian Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
— ○ ⏳ — N/A N/A — 95 —
52972
KerryanOPMace
Enables searching companies in the SIRENE database using SIREN, SIRET, or compa…
— ○ ⏳ — — — — — —
52973
VladYankovenko
Manages QIDI Studio 3D printing profiles locally, enabling AI assistants to rea…
— ○ ⏳ — N/A N/A — — —
52974
prashantaxapta
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
— ○ ⏳ — N/A N/A — 95 —
52975
KennyWayn3
MCP server for automated code review using AI agents. It analyzes code diffs or…
— ○ ⏳ — — — — — —
52976
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
— ○ ⏳ — N/A N/A — 95 —
52977
eveoy
Your Eveoy expert in any AI — learn how it works, get a price, and order real i…
— ○ ⏳ — — — — — —
52978
Geyo33
Enables LLMs to generate visual summary reports from CSV datasets using MCP Res…
— ○ ⏳ — N/A N/A — — —
52979
Y4rd13
MCP server that gives Claude Code access to WolvenKit for Cyberpunk 2077 moddin…
— ○ ⏳ — N/A N/A — — —
52980
kristinashoultz-wq
claude-peers Claim
Enables Claude Code instances to discover and communicate with each other acros…
— ○ ⏳ — N/A N/A — — —
52981
mcwalrus
Scrapes the Opportunity Party website and converts policy PDFs to structured ma…
— ○ ⏳ — N/A N/A — — —
52982
kopias
loreto-mcp Claim
Turn any YouTube video, article, PDF, or image into a reusable Claude Code skil…
— ○ ⏳ — — — — — —
52983
RASON Claim 2
Build, solve, and analyze RASON optimization, simulation, data science, and dec…
— ○ — N/A N/A — 69 —
52984
axel-belfort
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
— ○ ⏳ — — — — 81 —
52985
Universal MCP server for local filesystem skills with lazy loading and context-…
— ○ — N/A N/A — 81 —
52986
babelwrap
An MCP server that gives AI agents web browsing superpowers via the BabelWrap A…
— ○ ⏳ — N/A N/A — — —
52987
Linkd-Fund
Bridges the Linkdfund smart contract layer to MCP-compatible AI clients, exposi…
— ○ ⏳ — N/A N/A — — —
52988
makingendless
Endless Claim 1
MCP server for Endless, an all-in-one platform to collaborate, transform, and c…
— ○ ⏳ — N/A N/A — 95 —
52989
pedroalexleite
Copilot MCP Claim
MCP server exposing 14 real-time financial data tools to Microsoft Copilot Stud…
— ○ ⏳ — — — — — —
52990
Autonomad1
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
— ○ ⏳ — — — — — —
52991
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
— ○ ⏳ — — — — 81 —
52992
Patheras
gyibb-mcp Claim
Cited product-review verdicts from real user voices — free remote MCP, no API k…
— ○ ⏳ — — — — — —
52993
M0TT3P
digihub-mcp Claim
MCP server for the digihub.li content API, enabling Claude to read and write St…
— ○ ⏳ — N/A N/A — — —
52994
Vikas-O7
AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimiz…
— ○ ⏳ — — — — 81 —
52995
centricai
ARVX Claim
Email for long-term client relationships: ARVX reads each person first and reme…
— ○ ⏳ — — — — — —
52996
mcdonaldsam
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
— ○ ⏳ — — — — — —
52997
shieldly-io
shieldly-mcp Claim
Enables AI assistants to analyze AWS IAM policies and CloudFormation templates …
— ○ ⏳ — — — — — —
52998
rodcar
PNDA-MCP Claim
Enables AI agents to search and retrieve metadata and data files from Peru's Na…
— ○ ⏳ — — — — — —
52999
pduggusa
Local STDIO MCP for DugganUSA threat intel. 1.13M IOCs. Read-only. npm: dugganu…
— ○ ⏳ — N/A N/A — — —
53000
JasonLinjc
Enables executing commands on remote SSH hosts, with full support for bastion/j…
— ○ ⏳ — N/A N/A — — —
Showing 52951–53000 of 69182 servers