MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25688
Scored
1512
Verified
16957
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32151
girste
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
N/A N/A 95
32152
flowiesner
fronius-mcp Claim
Real-time Fronius inverter data in Claude — PV, battery, grid and smart meter v…
N/A N/A
32153
martin-nmc8
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
32154
findicd10
search Claim
N/A N/A 95
32155
WriftAI
test Claim
This is a testing server up for WriftAI.
81
32156
parthmodi152
todoist-ai Claim
N/A N/A 95
32157
LLiuZheng
strata Claim
N/A N/A 95
32158
abhishek2024.design
habitify Claim
N/A N/A 95
32159
mralbertzwolle
Enables seamless integration with SnelStart accounting data, allowing users to …
81
32160
Fuglys
Enables real-time data streaming through Server-Sent Events with timestamp broa…
81
32161
bockenstette1
seedflip Claim
100+ curated design systems for AI coding agents. Design taste, not guesswork.
N/A N/A 95
32162
pipeworx-io
nationalize Claim
Nationalize MCP — nationality prediction from first name (nationalize.io, free,…
32163
dhartunian
Connects to CockroachDB instances and exposes database structures as resources,…
81
32164 N/A N/A 95
32165
danielbodnar
A Model Context Provider server offering comprehensive access to VyOS network o…
N/A N/A 95
32166
mudrex
MCP server for Mudrex futures trading enabling AI agents to securely access dat…
32167
can4hou6joeng4
BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, we…
N/A N/A
32168
StormAxis
storms Claim
StormAxis Storm Intelligence is an MCP server that gives AI agents direct acces…
N/A N/A 95
32169
ai-mcp-garage
Provides timezone-aware date and time information with configurable time format…
81
32170
tbrennem-source
Provides access to San Francisco public permitting, business, and property data…
81
32171
divineapi
Official MCP server for Horoscope, Tarot, Numerology & PDF Reports by Divine AP…
N/A N/A 95
32172
klamdo
Generate identity-locked 4K images and 5-second vertical videos from a single r…
32173
skprasad-korture
hiring Claim
Behavioural hiring briefs from any JD: 5 behaviours, evidence, demand, intervie…
32174
bollam1818
A demonstration MCP server that provides calculator tools for arithmetic operat…
N/A N/A 95
32175
canopy-attio
ca1 Claim
N/A N/A 95
32176 N/A N/A 95
32177
unlomtrois
scholar-mcp Claim
MCP server for local semantic retrieval over a library of ebooks, using pplx-em…
N/A N/A
32178
LakshmiGayathri19
A server application that integrates with Atlassian Confluence API, providing c…
81
32179
fellgar246
hr-faq-rag Claim
MCP server that enables querying an HR FAQ document via RAG, returning accurate…
N/A N/A
32180
juansebashr
Enables AI assistants to query and manage personal finance data through the uno…
32181
yigitkonur
Provide a stateful, session-based calculator server with robust streamable HTTP…
N/A N/A 95
32182
yourbright-jp
OAuth-protected JPYC wallet, transfer, and contract workflows on Polygon.
32183
goodfire-ai
Provides interpretable variant effect predictions for 4.2 million ClinVar varia…
32184
Br0ski777
Hyperliquid perp order book, prices, funding, OI, candles. x402 paid.
32185
RhizomaticRobin
Provides 8 specialized AI agents (Frontend, Backend, Database, API, DevOps, Tes…
81
32186
32187
TheRealFloatDev
MCP that provides fast, token-efficient tools for navigating, searching, and un…
N/A N/A
32188
CSOAI-ORG
AI safety evaluation toolkit that scores text for care-centered alignment, dete…
32189
janbruinier
MCP server for EU VAT compliance. Validate VAT numbers via VIES, look up VAT ra…
N/A N/A 95
32190
LukeLamb
Lets Claude query and manage a local Ollama server — list models, inspect them,…
N/A N/A
32191
mattlack15
Enables Claude to execute Minecraft commands and get tab completions through th…
32192
sotanengel
A knowledge base MCP server that enables AI agents to search and reference stru…
N/A N/A
32193
aigniteconsulting
Search the Federal Register for rules, proposed rules, and notices affecting en…
N/A N/A
32194
dinhogehm
nuria-mcp Claim
N/A N/A 95
32195
KK9457
czxs5 Claim
N/A N/A 95
32196
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
32197
kupl
mcp-ex Claim
N/A N/A
32198
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
32199
Ryosuke-Mohri
A hybrid MCP server system that enables natural language management of Asana ta…
81
32200
toddle-edu
A server that converts Figma designs into pseudo-code structures optimized for …
81
Showing 32151–32200 of 33379 servers
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