MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29227
Scored
2095
Verified
16951
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40151
zikriyamgull-bit
Provides UK company lookups via Companies House, web scraping, and search tools…
81
40152
demwick
**The most comprehensive MCP server for Polymarket prediction markets — 48 powe…
81
40153
ip2location
IP Geolocation MCP server that query the geolocation information using IP2Locat…
N/A N/A 81
40154
boxpositron
Enables AI tools to interact with Firefly III personal finance management insta…
81
40155
IngoKiy
Enables comprehensive interaction with Airtable databases through MCP for ChatG…
81
40156
NUbem000
A Model Context Protocol server adapted for Google Cloud Platform that enables …
N/A N/A 95
40157
vynn-mcp Claim 1
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
N/A N/A 81
40158
jessesorsa
Omnier Claim
Turn signals from email, CRM, and meetings into a prioritized daily sales to-do…
40159
tooluse-labs
MCP server for [Perfetto](https://perfetto.dev) trace analysis. Runs PerfettoSQ…
N/A N/A
40160 N/A N/A 95
40161
doritoman90000
A Model Context Protocol server that helps users create, validate, and optimize…
81
40162
vktr93
Reviewmetric Claim
Connecting to the ReviewMetric, 15-AI agent scientific peer review pipeline
40163
rharper105
reportcraft Claim
Generate Splunk dashboards, reports, and alerts from natural language. No API k…
N/A N/A 95
40164
cureonics
Mevzuat MCP Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
81
40165
alittleyellowkevin
HDFS MCP Server Claim 1
A Model Context Protocol server that enables interaction with Hadoop Distribute…
81
40166
gvc2000
Enables interaction with the Brazilian Chamber of Deputies Open Data API, provi…
81
40167
geeks-accelerator
live-music Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
N/A N/A 83
40168
robgrappler
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
81
40169
DerpBicycle
Search 300+ game industry reports with hybrid search, claims, charts, and citat…
40170
douglac
Enables users to search and discover upcoming tech events, conferences, and mee…
81
40171
clauxel
Paid remote MCP for Antigravity extension compatibility MCP, structured receipt…
40172
bigrock776
A sophisticated MCP server providing advanced memory capabilities with RAG, hal…
N/A N/A 95
40173
axel-belfort
OCR (Optical Character Recognition) API for AI agents. Extract text from images…
N/A N/A 95
40174
mwbidwell
Build forms, manage responses, and run AI analysis via the BionicForms API.
N/A N/A 83
40175
denismaggior8
A Model Context Protocol server that brings the capabilities of [enigmapython](…
40176
Iqbalahmed7
simulatte Claim
Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insi…
N/A N/A
40177
jagypus
signal-mcp Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
N/A N/A
40178
Cast-Hub
CastHub Claim
Control CastHub digital signage. Manage TVs, presentations, schedules, and emer…
N/A N/A
40179 N/A N/A 95
40180
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
N/A N/A 95
40181
Aimiten
hilma-mcp Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
N/A N/A
40182
mcp Claim 1
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
N/A N/A 81
40183
OVDEN13
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
N/A N/A
40184
raptor.rb
Nano Banana MCP
N/A N/A 95
40185
vigneshRN52
Minimal Go MCP Server for high-performance context bridging
N/A N/A 95
40186
kiranreddi
Sentinel DV Claim
Security-first MCP server for verification intelligence (SystemVerilog/UVM/coco…
N/A N/A
40187
krukovsasa99
serena Claim
N/A N/A 95
40188
ucp
ucp-registry Claim
Discover and search UCP (Universal Commerce Protocol) merchants, products, and …
81
40189
rosch100
mcp-sqlite Claim 1
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations…
N/A N/A 81
40190
brandonbosco
Build custom API integrations quickly with this ready-to-use MCP server templat…
N/A N/A 95
40191
cyanheads
Access US federal award, recipient, agency, and spending analytics data from US…
40192
alyiox
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
N/A N/A
40193
RepoMapper Claim 1
An MCP server (and command-line tool) to provide a dynamic map of chat-related …
N/A N/A 95
40194
CSOAI-ORG
agent-commerce-payments-mcp MCP server by MEOK AI Labs
N/A N/A
40195 N/A N/A 95
40196
NguyenTrinh3008
Provides a unified MCP interface that proxies requests to multiple backend serv…
N/A N/A 95
40197
midnight-rgb
mcp Claim
Domain registrar for AI agents. Search, register, and manage domains via API.
N/A N/A 83
40198
Search Argentine Supreme Court sumarios: legal topics, case analysis, metadata
N/A N/A 81
40199
Victor-EU
Telbase Claim
Deploy any web project with one command. AI-native platform with self-healing f…
N/A N/A 95
40200
aixsignal
Hello Claim
Generate friendly, personalized greetings instantly. Validate your setup quickl…
N/A N/A 95
Showing 40151–40200 of 40420 servers
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