MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29470
Scored
2111
Verified
16952
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35851
jojo-labs
smart-web Claim
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
N/A N/A 95
35852
ArkTechNWA
Provides AI assistants with safe, controlled access to PostgreSQL databases wit…
81
35853
noahflk
CalmSEO Claim
SEO MCP server for keyword research, SERP analysis, audits, and Search Console …
35854
sanshanjianke
MCP server for scientific computing with multiple backends (Mathematica, Octave…
N/A N/A
35855
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
35856
clamp
Clamp Analytics Claim 1
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
81
35857
wonderwhy-er
Execute terminal commands and manage files with diff editing capabilities. Codi…
N/A N/A 95
35858
Mogacode-ma
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, v…
N/A N/A
35859
caliper
Occam Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
81
35860
vimtor
Things 3 Claim
Manage Things 3 todos and projects.
N/A N/A 95
35861
Mnehmos
Trace MCP Claim
Static analysis engine that detects schema mismatches between data producers (l…
81
35862
inchan
other-agents Claim
N/A N/A 95
35863
pipeworx-io
Brave Search Claim
Brave Search MCP — independent web index (no Google/Bing dependency)
35864
VisionAIrySE
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evalu…
35865
kognar-ai
MCP server that abstracts the Nginx Proxy Manager API, enabling management of p…
N/A N/A
35866
jcruz-impel
Enables AI assistants to interact with PDF documentation files stored locally. …
N/A N/A 95
35867 N/A N/A 95
35868
barateza
An MCP server that indexes and retrieves Plesk documentation.
N/A N/A
35869
GrizzlySMS-Git
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
N/A N/A
35870
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
81
35871
Preethi0716
weather Claim 1
An MCP server for weather information.
N/A N/A 95
35872
wheelfor
wheelfor-mcp Claim
Create, spin, and manage shareable decision wheels on wheelfor.com. Supports cr…
35873
florinel-chis
Enables searching and retrieving Magento 2 REST API documentation offline via l…
N/A N/A
35874
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
35875
akshat
vyazen Claim
N/A N/A 95
35876
CSOAI-ORG
resume-parser-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35877
firasmj
A Model Context Protocol server that enables AI agents to programmatically crea…
N/A N/A
35878
Raroford32
zim Claim
N/A N/A 95
35879
swapnilsurdi
email-mcp Claim
Local MCP server for multi-account IMAP/SMTP email (iCloud + Gmail via app-spec…
N/A N/A
35880
CyberSecAuto-Labs
OpenVAS-MCP Claim
Self-hosted MCP server that gives AI agents structured access to OpenVAS vulner…
35881
augee99
mcp-weather Claim 1
An MCP server that provides [describe what your server does]
N/A N/A 95
35882
sharmasuraj0123
Provides seamless integration with the XO platform for container deployment, ap…
35883
dcSpark
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
35884
teto-0401
A production-ready MCP server for coding workflows on Replit, enabling file man…
35885
zeph-to
MCP server for AI agents to send notifications, copy to clipboard, request conf…
35886
vibesecurity
VS2908 Claim
N/A N/A 95
35887
imashishkh21
atlaso Claim
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
N/A N/A
35888
oh-seok-ju
Say Hello Claim
Send personalized greetings to anyone. Toggle Pirate Mode to speak like a pirat…
N/A N/A 95
35889
nicolas
airtable Claim
N/A N/A 95
35890 N/A N/A 95
35891
ebarros23
Provides access to comprehensive U.S. and international energy data from the EI…
81
35892
CSOAI-ORG
mock-server-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35893
srotzin
Pre-settlement on-chain address risk screening for autonomous agents, using GoP…
35894
shuohui-air-technology
MCP server for detecting AI writing patterns in Chinese academic text and provi…
N/A N/A
35895
optimusbasti
Provides tools for managing Docker containers, Compose stacks, and system resou…
81
35896
Auxin-io
NYC Friend Claim
Get friendly, local answers to your New York City questions. Ask about neighbor…
N/A N/A 95
35897
talonicdev
talonic-mcp Claim
Schema-validated document extraction with searchable workspace memory. Extract …
35898
intentions-me
Personalized timing intelligence for AI agents — ask 'should I do X on this dat…
35899
meruada
server Claim
Investment sentiment, predictions, and analyst track records for stocks and cry…
N/A N/A 95
35900
mexican75
Enables users to manage email accounts via IMAP/SMTP, including reading, search…
N/A N/A
Showing 35851–35900 of 43634 servers
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