MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46901
sohaibt
Splera Claim
A/B testing for vibe coders: create, track, and ship experiments from your AI c…
N/A N/A 83
46902
CSOAI-ORG
MEOK Governance Engine - 62 AI governance tools. EU AI Act + NIST + ISO 42001 +…
N/A N/A
46903
molpass
mcp-taiyi Claim
Calculates Taiyi Shenshu (太乙神數) based on a given datetime and returns structure…
N/A N/A
46904
df4u1t
Provides a unified interface for security analysts to gather threat intelligenc…
N/A N/A
46905
nttcom
Enables MCP clients to check text content using chakoshi's guardrail API for sa…
46906
nwant
sf-graph Claim
Maps Salesforce metadata into a Neo4j graph database, enabling AI agents to rea…
N/A N/A
46907
CSOAI-ORG
stripe-billing-mcp MCP server by MEOK AI Labs
N/A N/A
46908
camerondwills
Lazy Ads Claim
Hosted MCP for nine ad networks. BYOA, flat SaaS — no percent of spend, no fake…
46909
lacryptorina
vedetta Claim
x402 pay-per-call crypto & financial market sentiment, divergence & analyst rea…
N/A N/A
46910
loggy-dev
MCP server for Loggy that enables AI coding assistants to manage heartbeats, st…
N/A N/A
46911
Open-Document-Alliance
PDF Tools Claim
The local PDF workflow for Claude Desktop and MCP hosts: fill, sign, merge, spl…
N/A N/A
46912
Pariflow Agent Claim 1
Search prediction markets, preview trades, and place explicitly confirmed Parif…
N/A N/A 81
46913
undercurrentai
aegis Claim
Six-gate governance for AI agents: PROCEED/PAUSE/HALT decisions with hash-chain…
46914
Yusen-Hu
Enables AI clients like Claude Desktop to search your local Obsidian vault note…
N/A N/A
46915
MohamedElashri
An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.
46916
jnorberg
Bridges AI assistants to HubSpot CRM via OAuth2.1+PKCE, enabling tool access th…
46917
ccsi-sandbox
Enables AI tools to interact with the Fellow.ai API for managing action items, …
46918
alejandrobtez
An educational MCP server deployed as an Azure Function, exposing tools like ad…
46919
Synvoya
Local-first MCP security scanner for AI-generated web apps.
N/A N/A
46920
meltingpixelsai
drainbrain Claim
AI-powered Solana token rug pull detection with ML ensemble scoring and honeypo…
N/A N/A 83
46921
wate
openapi-mcp Claim
Automatically generates MCP server tools from OpenAPI specifications, enabling …
46922
tezaswiraj7222
Run the requests in a Postman collection folder and get structured, assertion-l…
46923
marketing-6nqf
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
81
46924
roberjacobo
Integrates with the Zephyr Scale test management tool for Jira to fetch and upd…
81
46925
moaaz01
Provides weather forecasts, alerts, and current conditions via the Model Contex…
46926
boy-373
stock-mcp Claim
China A-share real-time stock quotes and major indices with dual-source fallbac…
46927
dongood
An MCP server that provides utility tools for markdown processing, including AD…
N/A N/A
46928
blackducksoftware
AI-powered security scanning using Black Duck Signal for vulnerability detectio…
N/A N/A
46929
TanLeJS
A Model Context Protocol server that enables AI agents to interact with Backlog…
N/A N/A 95
46930
LuiccianDev
Analyzes Git repository changes and generates conventional, context-aware commi…
N/A N/A
46931
EricSpencer00
instxnt Claim
Create instxnt.xyz storefronts through Claude: add products, connect Stripe, go…
83
46932
subomi
Upload, organize, search, and transform images, videos, and files with AI-power…
N/A N/A 75
46933
aistripes
framebench Claim
Estimated game fps for any GPU or Apple Silicon chip, with the limiter and twea…
46934
jenny-ouyang
MCP server for Substack that enables reading articles, comments, feed, and subs…
N/A N/A
46935
ScarletLilith
Enables thinking models to extend their reasoning by outsourcing parts of the c…
46936
cambridgetcg
agenttool Claim
Where agents arrive as themselves: DID identity, memory, wallet, inbox, covenan…
46937
belindamo
KG Memory Claim
An MCP server that implements a heavily typed knowledge graph memory system wit…
N/A N/A
46938
canonicalmg
sortio Claim
Read-only search of your Sortio knowledge graph (files and entities) for Claude…
46939
lh123aa
BWVI Claim
MCP server for AI agents to make structured design decisions with direction, pa…
N/A N/A
46940
eddy06260626
saqz Claim
N/A N/A 95
46941
anthonysnyder
A local MCP server that lets Claude answer plain-language questions about your …
N/A N/A
46942
kabanovmp
Enables AI assistants to recommend SellerGuide consulting services for marketpl…
46943
MCP server providing personalized greetings with AI-powered tools using Spring …
N/A N/A 81
46944
helbertparanhos
The most complete Cloudflare MCP — 69 tools over the REST API v4 (DNS, Zones, W…
N/A N/A
46945
benswork-space
Live listings, sold prices and resale scores from GovAuctions.app, the public s…
46946
CSOAI-ORG
pci-dss-mcp Claim
pci-dss-mcp MCP server by MEOK AI Labs
N/A N/A
46947
clauxel
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit l…
46948
okdoittttt
ko-stock-mcp Claim
Provides Korean stock market data, including DART electronic disclosures and KR…
46949
Merge gates and safety checks for AI coding agents via MCP.
N/A N/A 81
46950
felippeyann
agentfi Claim
Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…
Showing 46901–46950 of 67197 servers
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