MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25688
Scored
1512
Verified
16957
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32051
agulaya24
baselayer Claim
Serves portable behavioral identity models via MCP. Extracts how a person thin…
32052
Br0ski777
Extract text from images using OCR. Tesseract-powered. x402 micropayment.
32053
Darko893
Haunt API Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
32054
bhaltair
An MCP server that provides tools for frontend development, including i18n issu…
N/A N/A
32055
geddamsatish
Enables fetching stock quotes, historical prices as CSV, and plain-text Unicode…
N/A N/A
32056
racy
r324 Claim
N/A N/A 95
32057
quack2025
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
N/A N/A
32058
nexgendata-apify
Literature-review automation for grad students, R&D teams, and research agents.…
32059
caryan
Exposes VSCode Jupyter notebooks to MCP-compatible AI agents, enabling them to …
N/A N/A
32060
jerry426
Bridges VSCode's Language Server Protocol with MCP to give AI assistants instan…
N/A N/A 95
32061
airfloats
gdb_mcp Claim
An MCP server that enables AI assistants to control GDB debugging sessions, inc…
32062
shaikhspeare
MCP server for Wanderlog that lets AI clients read and edit trip itineraries th…
32063
jgaddy95
Enables AI agents to generate and render charts as PNG, SVG, or WebP images dir…
32064
yansircc
mcp-wp Claim
A full control with your WP site
N/A N/A 95
32065
new69toss
Enables structured problem-solving through sequential thinking stages with pers…
N/A N/A 95
32066
xiaobenyang-com
smart-search Claim
搜索GitHub、StackOverflow、NPM、官方文档与中文技术社区,快速定位权威答案。聚合跨站结果,直达React、Vue、Node.js、微信与云…
N/A N/A 95
32067
cureonics
Mevzuat MCP Claim
mevzuat.gov.tr (T.C. Mevzuat Bilgi Sistemi) için MCP sunucusu. Kanun, KHK, Cumh…
32068
archonics
mcp-audit Claim
Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findin…
N/A N/A
32069
primadonna-gpters
Provides AI tools with access to real-time web search, automated code reviews, …
32070
mike
test1 Claim
N/A N/A 95
32071
mcpassistant
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
N/A N/A 95
32072
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
32073
Echo3s-io
echo3s-io Claim
AI-powered multi-voice audiobook creation platform. Provides tools for pricing,…
32074
AlexFloyd13
Clevername Claim
AI agent governance — security scanning, BYOK routing, audit logging, and Counc…
N/A N/A
32075
TerryZ282
Manage and review vocabulary efficiently using spaced repetition and AI-powered…
N/A N/A 95
32076
giskard09
ARGENTUM Claim
Karma economy for AI agents. Community attestations, on-chain reputation on Arb…
32077
frase-io
Frase SEO Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
N/A N/A 83
32078
srotzin
HiveTrust Claim
KYA identity verification, trust scoring, and performance bonds for AI agents
32079
apix420
apix420 Claim
N/A N/A 95
32080
Archie0125
Enables AI agents to manage OSOP workflows by providing tools for validation, e…
32081
leadpipe-com
leadpipe Claim
Official MCP server for Leadpipe intent and data APIs.
N/A N/A
32082
gregorydickson
memory-graph Claim
N/A N/A 95
32083
2b3pro
calibre-mcp Claim
Enables searching, reading, and managing a Calibre ebook library through natura…
N/A N/A
32084
daedalus
mcp-qiskit Claim
MCP server exposing Qiskit 2.3.1 quantum computing functionality
N/A N/A
32085
rakesh1002
namemyapp Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
81
32086
Helm-Protocol
OpenTTT-MCP Claim
MCP Server for OpenTTT — Proof of Time tools for AI agents AI Agent A and Agen…
32087
petpicksco
High Story MCP Server - Automate AI content campaigns and social media manageme…
N/A N/A
32088
pipeworx-io
agify Claim
Agify MCP — age prediction from first name (agify.io, free, no auth)
32089
gksdjf1690
post-server Claim
N/A N/A 95
32090
20alexl
Persistent memory and session intelligence for Claude Code. Auto-tracks mistake…
N/A N/A
32091
rudrathkr
Provides tools to analyze test failures, cluster similar failures, and detect f…
N/A N/A
32092
Valmo-Sarl
Search Swiss classifieds on Joomil.ch — top marketplace in French-speaking Swit…
32093
softvoyagers
Privacy-first URL shortener with analytics
N/A N/A 95
32094
AIBOLLINGMO
eustore Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
N/A N/A
32095
Moiuid
image Claim
N/A N/A 95
32096
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
81
32097
k1xme
schwab-mcp Claim
An MCP server that connects to the Charles Schwab brokerage API to enable accou…
32098
pipeworx-io
phoenix-number MCP — wraps StupidAPIs (requires X-API-Key)
32099
guigas66
Enables searching and retrieving flight information using Duffel API, supportin…
81
32100
benborla29
MySQL Server Claim 1
A Model Context Protocol server that provides read-only access to MySQL databas…
N/A N/A 95
Showing 32051–32100 of 33449 servers
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