MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51851
FINCH285
Enables AI models to send emails, manage contacts, and interact with SendGrid's…
51852
melisa-l
A Model Context Protocol server for Microsoft Fabric that enables AI agents to …
51853
zhaoxshuai
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
51854
VonderVuflya
yggdrasil Claim
One shared, durable memory for your AI coding agents — local-first, zero-depend…
N/A N/A
51855
ducrouxolivier
Provides astronomical calculations using the Swiss Ephemeris library, including…
51856
DimitrisPasakaleris
Enables Claude to read and send WhatsApp messages, including media and call his…
N/A N/A
51857
psiQAQ
Zotero Agent Claim
An MCP server that embeds into Zotero, enabling AI agents to search, manage, en…
N/A N/A
51858
adminpb
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
51859
insidedcpulse-spec
Event-sourced world model for multi-LLM agents: propose, validate, and read a s…
51860
greatquestion
Great Question is the Agentic UX research platform for product builders. Run in…
81
51861
heznpc
Ploidy Claim
MCP server that reduces confirmation bias in LLMs by orchestrating structured d…
51862
sharveen22
Read-only MCP server for searching and retrieving LogicNotes meeting notes, inc…
51863
ghidav
Enables searching and retrieving Wikipedia content across multiple languages, i…
51864
chuxin0304
Enables email management via IMAP/SMTP, supporting list emails, read emails, se…
51865
WillHeadlee
MCP server for Little Green Light CRM. Search donors, log gifts, manage groups …
N/A N/A
51866
ged-pawel
An MCP server for construction tools that calculates wall formwork material tak…
51867
bughide010
mcp Claim
N/A N/A 95
51868
markswendsen-code
mcp-nextdoor Claim
An MCP server for Nextdoor that automates neighborhood feed browsing, marketpla…
N/A N/A
51869
sohaibt
Splera Claim
A/B testing for vibe coders: create, track, and ship experiments from your AI c…
N/A N/A 83
51870
CSOAI-ORG
MEOK Governance Engine - 62 AI governance tools. EU AI Act + NIST + ISO 42001 +…
N/A N/A
51871
molpass
mcp-taiyi Claim
Calculates Taiyi Shenshu (太乙神數) based on a given datetime and returns structure…
N/A N/A
51872
df4u1t
Provides a unified interface for security analysts to gather threat intelligenc…
N/A N/A
51873
nttcom
Enables MCP clients to check text content using chakoshi's guardrail API for sa…
51874
nwant
sf-graph Claim
Maps Salesforce metadata into a Neo4j graph database, enabling AI agents to rea…
N/A N/A
51875
CSOAI-ORG
stripe-billing-mcp MCP server by MEOK AI Labs
N/A N/A
51876
camerondwills
Lazy Ads Claim
Hosted MCP for nine ad networks. BYOA, flat SaaS — no percent of spend, no fake…
51877
lacryptorina
vedetta Claim
x402 pay-per-call crypto & financial market sentiment, divergence & analyst rea…
N/A N/A
51878
loggy-dev
MCP server for Loggy that enables AI coding assistants to manage heartbeats, st…
N/A N/A
51879
Open-Document-Alliance
PDF Tools Claim
The local PDF workflow for Claude Desktop and MCP hosts: fill, sign, merge, spl…
N/A N/A
51880
Pariflow Agent Claim 1
Search prediction markets, preview trades, and place explicitly confirmed Parif…
N/A N/A 81
51881
undercurrentai
aegis Claim
Six-gate governance for AI agents: PROCEED/PAUSE/HALT decisions with hash-chain…
51882
Yusen-Hu
Enables AI clients like Claude Desktop to search your local Obsidian vault note…
N/A N/A
51883
MohamedElashri
An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.
51884
jnorberg
Bridges AI assistants to HubSpot CRM via OAuth2.1+PKCE, enabling tool access th…
51885
ccsi-sandbox
Enables AI tools to interact with the Fellow.ai API for managing action items, …
51886
alejandrobtez
An educational MCP server deployed as an Azure Function, exposing tools like ad…
51887
Synvoya
Local-first MCP security scanner for AI-generated web apps.
N/A N/A
51888
meltingpixelsai
drainbrain Claim
AI-powered Solana token rug pull detection with ML ensemble scoring and honeypo…
N/A N/A 83
51889
wate
openapi-mcp Claim
Automatically generates MCP server tools from OpenAPI specifications, enabling …
51890
tezaswiraj7222
Run the requests in a Postman collection folder and get structured, assertion-l…
51891
marketing-6nqf
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
81
51892
roberjacobo
Integrates with the Zephyr Scale test management tool for Jira to fetch and upd…
81
51893
moaaz01
Provides weather forecasts, alerts, and current conditions via the Model Contex…
51894
boy-373
stock-mcp Claim
China A-share real-time stock quotes and major indices with dual-source fallbac…
51895
dongood
An MCP server that provides utility tools for markdown processing, including AD…
N/A N/A
51896
blackducksoftware
AI-powered security scanning using Black Duck Signal for vulnerability detectio…
N/A N/A
51897
TanLeJS
A Model Context Protocol server that enables AI agents to interact with Backlog…
N/A N/A 95
51898
LuiccianDev
Analyzes Git repository changes and generates conventional, context-aware commi…
N/A N/A
51899
EricSpencer00
instxnt Claim
Create instxnt.xyz storefronts through Claude: add products, connect Stripe, go…
83
51900
subomi
Upload, organize, search, and transform images, videos, and files with AI-power…
N/A N/A 75
Showing 51851–51900 of 67226 servers