MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32901
pipeworx-io
mcp-dailymed Claim
Search and retrieve FDA Structured Product Labels from DailyMed via NLM, suppor…
32902
dullroar
metadata_mcp Claim
Reads and writes metadata across images, audio, video, documents, and text file…
N/A N/A
32903
sapientsai
MCP server providing access to U.S. FDA public datasets including drugs, medica…
32904
l22-io
orchard-mcp Claim
MCP server for Apple Calendar, Mail, Reminders, and Files on macOS using native…
N/A N/A
32905
bambinobino
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
N/A N/A
32906
bungerr
Calculate conservative and alternative sports betting odds with expected value …
N/A N/A 95
32907
AdityaRapid
Manage Strapi content and media from one place. Browse content types and compon…
N/A N/A 95
32908
nexus-xyz
Enables AI agents to interact with the Nexus blockchain, providing tools for qu…
N/A N/A 95
32909
wouter-bon
A standalone MCP server for managing SSL/TLS certificates across FortiGate, Win…
32910
M-Kampmann
Enables comprehensive Trello integration via MCP, supporting boards, lists, car…
N/A N/A
32911
andrew-schreiber1
Technographics for desktop apps (like builtwith.com)
81
32912
npow
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
32913
jianjungki
Enables fetching HuggingFace daily papers for today, yesterday, or a specific d…
32914
GtJerry111
MCP server that brings AI paper reading and code repository discovery from Hugg…
32915 N/A N/A 95
32916
biancaroh-design
Enables entity extraction from conversations using Claude AI, with tools to rec…
N/A N/A
32917
jooyoungseo
Enables LLMs to extract bibliographic metadata from URLs and identifiers like D…
81
32918
itamos-technologia
A modular MCP server that lets you add tools by dropping JavaScript files into …
N/A N/A
32919
LING71671
Enables Grok to send arbitrary HTTP requests with cookie session persistence an…
32920
mariuszbyahoo
A self-hosted MCP server providing a governed interface for AI agents to intera…
N/A N/A
32921
cakemail
An MCP server that provides AI agents with direct access to authoritative Cakem…
32922
kevinkiklee
Generates videos using Google Gemini Veo from text prompts with optional aspect…
32923
amoghmanral
pagelens Claim
Enables AI coding agents to visually interact with frontend apps by taking scre…
N/A N/A
32924
zwczwczwc
A Model Context Protocol server for Chroma, enabling AI models to create collec…
32925
Cesar514
scplus-mcp Claim
A local code-intelligence MCP server that provides structural, exact-query, rel…
N/A N/A
32926
thatworkagency
Model Context Protocol server providing read-only access to Shopify Admin API f…
32927
Dwolla
dwolla-mcp Claim
Enables AI agents to retrieve and analyze Dwolla payment platform data using na…
32928
eikaramba
Provides AI assistants with powerful, detection-resistant browser automation ca…
N/A N/A
32929
joesoc
An MCP server for managing OpenText Knowledge Discovery content engines, enabli…
32930
Arizona-dev
discord-mcp Claim
An MCP server for managing Discord servers with 73 tools including channels, ro…
32931
mustertheforce
Salesforce-grounded retrieval, diagnoses, and a vetted-Force marketplace for MC…
32932
France-Care
Donnees sante territoriale France : acces aux soins, FINESS, RNA — 35 000+ comm…
32933
mandalazenwave
fillin Claim
81
32934
patrickoleary
Enables scientific data introspection and visualization of VTK datasets with fo…
N/A N/A
32935
Adithyenkandasamy
Enables listing, reading, and searching local files and directories through MCP…
N/A N/A
32936
madfreakz
MCP server to read daily activity, sleep, heart rate, and body metrics from Goo…
N/A N/A
32937
Tchoow
Enables querying and managing Rybbit Analytics directly from Claude Code, with …
N/A N/A
32938
FedericoSRT
clickup Claim
N/A N/A 95
32939
Bequall
Enables AI assistants to provide information about Bequall's services for real …
32940
rinaldofesta
Enables querying Google Analytics 4 data using natural language through MCP cli…
N/A N/A
32941
rudylimxl
nasa Claim
MCP server that wraps three NASA public APIs (Astronomy Picture of the Day, Mar…
32942 N/A N/A 95
32943 N/A N/A 95
32944
nayzo
Enables AI assistants to interact with PostgreSQL databases, providing tools fo…
32945
Angeltooth
Enables Claude to search, analyze, and provide detailed information about gambl…
N/A N/A
32946
Ap0c123
WAHA MCP Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
N/A N/A 95
32947
wj1313677
Converts SOAP WSDL services into a REST interface and provides MCP tools to des…
N/A N/A
32948
MCP-Mirror
Enables querying financial data tables from Chinese financial websites (Tonghua…
N/A N/A 95
32949
CSOAI-ORG
AI-powered validator ai MCP server for agents. Supports validate json, validate…
N/A N/A
32950
JinchengGao-Infty
agent-mux Claim
MCP server that manages interactive CLI agent pools using tmux, enabling creati…
N/A N/A
Showing 32901–32950 of 64728 servers
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