MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56201
ragalgo
ragalgo Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
— ○ ⏳ — N/A N/A — 95 —
56202
wonderstone843
An MCP server that enables automated quality control for generated images, eval…
— ○ ⏳ — N/A N/A — — —
56203
g-tiwari
MCP server for TestRail API, providing AI assistants with 107 tools to manage t…
— ○ ⏳ — — — — — —
56204
ACSGenUI
A configurable MCP server that enables creating custom analysis tools through J…
— ○ ⏳ — N/A N/A — — —
56205
Lalopa
Enables Claude and other AI agents to query real-time construction management d…
— ○ ⏳ — — — — — —
56206
ccamborde
Search French companies, directors and associations (INPI, INSEE, RNA).
— ○ ⏳ — N/A N/A — — —
56207
weiyueli7
Extract structured insights from personal and organizational profile pages. Sea…
— ○ ⏳ — N/A N/A — 95 —
56208
404Yeti
A reusable MCP server for QA automation testing that enables running tests acro…
— ○ ⏳ — N/A N/A — — —
56209
qiobn
arcpro-mcp Claim
Enables natural language control of live ArcGIS Pro sessions through the Model …
— ○ ⏳ — N/A N/A — — —
56210
yukikazechan
A Cloudflare Worker that implements an MCP server for searching and retrieving …
— ○ ⏳ — N/A N/A — 95 —
56211
BrunoPessoa22
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
— ○ ⏳ — — — — 81 —
56212
rohanrajnist
Provides CVE lookup, search, and exploit intelligence from public vulnerability…
— ○ ⏳ — — — — — —
56213
jcnh74
A local-first MCP server for auditing, drafting, and planning updates to your p…
— ○ ⏳ — N/A N/A — — —
56214
robbrad
Enables AI assistants to control Home Assistant devices and services through th…
— ○ ⏳ — — — — 81 —
56215
Zontak-LLC
UseHourly Claim
Freelancer time tracking for AI assistants: log time, timers, timesheets, sign-…
— ○ ⏳ — — — — — —
56216
Niels-8
An enhanced MCP server providing comprehensive financial market data endpoints …
— ○ ⏳ — — — — — —
56217
CSOAI-ORG
CHAS / SafeContractor / Constructionline pre-qualification preparation. Health …
— ○ ⏳ — N/A N/A — 81 —
56218
floatingcloud
Provides tools to search Naver services (web, news, blog, etc.) and analyze sea…
— ○ ⏳ — — — — — —
56219
LKbaba
grok-mcp Claim
Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search wit…
— ○ ⏳ — — — — — —
56220
Black-Swan-Causal-Labs
ROBINS-I V2 (not V1): risk of bias in one result of a non-randomized cohort stu…
— ○ ⏳ — N/A N/A — — —
56221
djtellado
nexus-legal Claim
International legal analysis (ISO 31000) across 63 jurisdictions — 15 tools.
— ○ ⏳ — — — — — —
56222
digitalgremlin
MCP server: is this GitHub repo still maintained? A verdict.
— ○ ⏳ — — — — — —
56223
TanLeJS
A Model Context Protocol server that enables AI agents to interact with Backlog…
— ○ ⏳ — N/A N/A — 95 —
56224 — ○ ⏳ — N/A N/A — 95 —
56225
chalamalasettichamundeswari
Enables managing employee leave requests, balances, and approvals through natur…
— ○ ⏳ — N/A N/A — — —
56226
ruchit
mcpgsc Claim
— ○ ⏳ — N/A N/A — 95 —
56227
block
Model Ledger Claim
Model inventory and governance: trace deployed models and their dependencies as…
— ○ ⏳ — N/A N/A — 95 —
56228
Eun-Y0ung
TeamTok MCP Claim
카톡 팀플방의 대화를 팀원별 역할, 마감, 미정 항목, 제출 체크리스트, 공지 메시지로 정리해주는 대학생용 MCP 서버.
— ○ ⏳ — N/A N/A — — —
56229
Rumblingb
Security guardrails for AI agent payments
— ○ ⏳ — N/A N/A — — —
56230
heathrenfroe-sys
An MCP server that provides deterministic finance tools for SEC filing analysis…
— ○ ⏳ — — — — — —
56231
ktg-one
stac2026 Claim
Personal AI infrastructure gateway orchestrating memory, workflow automation, k…
— ○ ⏳ — N/A N/A — — —
56232
zudsniper
Enables sending real-time and webhook notifications when AI agents complete tas…
— ○ ⏳ — N/A N/A — — —
56233
gkcogz
1trippulse Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
— ○ ⏳ — N/A N/A — 95 —
56234
tratto-email
Lets AI tools send transactional emails, check status, and manage contacts thro…
— ○ ⏳ — — — — — —
56235
wuwususu
An MCP server that provides controlled read/write tools for managing local-firs…
— ○ ⏳ — N/A N/A — — —
56236
pipeworx-io
space-feeds Claim
Enables AI agents to access curated space and spaceflight RSS/Atom feeds via to…
— ○ ⏳ — — — — — —
56237
RectiFlex
Manage properties, companies, employees, invoices, materials, and more from Cen…
— ○ ⏳ — N/A N/A — 95 —
56238
denizguzeloglu
Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…
— ○ ⏳ — — — — — —
56239
BigCactusLabs
dead-letter Claim
Convert .eml email exports to Markdown with YAML front matter
— ○ ⏳ — N/A N/A — — —
56240
@buihongduc132
mcp-chrome ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
56241
kodegrenade
Enables AI assistants to generate fake Nigerian data including names, addresses…
— ○ ⏳ — N/A N/A — — —
56242
Sergey-Bl
testrail-mcp Claim 1
An MCP server for TestRail that prepares everything needed to generate test cas…
— ○ ⏳ — — — — 81 —
56243
KhushbooNC
Bridges AI assistants with network packet analysis, enabling PCAP investigation…
— ○ ⏳ — N/A N/A — — —
56244
savantcat
生成式AI备案、AI生成内容标识、深度合成、算法备案:条文级问答 + 按条号取法规原文 + 应办清单(中文)
— ○ ⏳ — — — — — —
56245
rlhf-loop
thumbgate Claim
— ○ ⏳ — — — — 81 —
56246
sidebutton
computer-use Claim
Exposes Anthropic's computer-use action surface (screenshot, click, move, keybo…
— ○ ⏳ — N/A N/A — — —
56247
@dankniight
api-football ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
56248
mimerlxd
Enables semantic search and management of development knowledge including globa…
— ○ ⏳ — — — — 81 —
56249
Ezzeay
mcp-server Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
— ○ ⏳ — N/A N/A — — —
56250
clauxel
Paid remote MCP for agentic HTML export QA MCP, structured receipts, audit logs…
— ○ ⏳ — — — — — —
Showing 56201–56250 of 69135 servers