MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30501
seanshin0214
QualAI Claim
AI-powered qualitative research analysis server that provides 20 specialized to…
N/A N/A 95
30502
benedikt-mh4x
AI cover letter generation for agents. 5 composable tools that analyze job post…
81
30503
JoshuaRamirez
An MCP server that exposes Threads CLI data for managing hierarchical threads, …
N/A N/A 95
30504
Boysam2
fa Claim
N/A N/A
30505
codespar
mcp-wompi Claim
Wompi — Colombian payment gateway (by Bancolombia)
N/A N/A
30506
szhygulin
Self-custodial crypto portfolio: read EVM DeFi, sign on Ledger via WalletConnec…
N/A N/A
30507
ackbarguppi-ai
Enables AI assistants to manage Thinkific sites through the REST Admin API, pro…
30508 N/A N/A
30509
FAR Oracle Claim 1
Search Federal Acquisition Regulations (FAR) for government contracting.
N/A N/A 81
30510
DrewDawson2027
Recast MCP Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
N/A N/A
30511
axel-belfort
Web content extraction API for AI agents. Scrape any URL and get clean, structu…
81
30512
microsoft
hacked-mcp Claim
hacked by abcd
N/A N/A 95
30513
chje12
설명
N/A N/A 95
30514
zmzhace
A feature-rich Model Context Protocol server built with FastMCP that provides v…
81
30515
eliu243
Connect your Oura Ring account for secure access to your data. Generate an auth…
N/A N/A 95
30516
lodordev
Combined TeslaMate analytics + Fleet API commands — 29 tools for vehicle teleme…
N/A N/A
30517
VrtxOmega
Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic …
N/A N/A
30518
sunhye
Get real-time weather conditions and short-term forecasts across Korea. Check t…
N/A N/A 95
30519
zoro
goals Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
30520
lpsDevelopers
LPS MCP Claim
A minimal server that provides Claude AI with secure file system access and seq…
N/A N/A 95
30521
Souhar-dya
MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and d…
N/A N/A
30522
@wxkingstar
search-docs Claim
N/A N/A 95
30523
RamyaChinnadurai
Linkedmash Claim
Enable AI assistants to manage LinkedIn bookmarks with advanced filtering, sear…
81
30524 N/A N/A
30525
srotzin
Hive Flag Claim
Feature flag service for safe rollouts across the Hive agent fleet
30526
arjunkmrm
Linkup Claim
Access real-time web information and up-to-date facts from trusted sources. Ret…
81
30527
Archie0125
Enables AI agents to manage OSOP workflows by providing tools for validation, e…
30528
tahaswx
Enable powerful web search and content extraction capabilities. Perform web sea…
N/A N/A 95
30529
HoulaBola
mcptest Claim
N/A N/A
30530
srishtivverma
allai Claim
N/A N/A
30531
vedastro
Vedic astrology calculations powered by [VedAstro.org](https://vedastro.org). A…
81
30532
easyreg
EasyReg is a UK private number plate search and transfer service. This MCP serv…
81
30533
buildbetter-app
BuildBetter Claim
AI for product teams. Connect all your company and customer knowledge to all of…
81
30534
pokidyshev
Oura MCP Claim
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
81
30535
SaideLeon
A Model Context Protocol server that searches educational articles from todamat…
81
30536
huangmy157
shopify Claim
N/A N/A 95
30537
Pyda-AI
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
81
30538
InstaNode-dev
mcp Claim
Provision Postgres databases + webhooks from AI coding agents in one HTTP call.
N/A N/A
30539 N/A N/A
30540
jennyyyyyy7528-cell
Weather Claim
Get timely U.S. weather alerts and precise local forecasts. Monitor severe cond…
N/A N/A 95
30541
samscarrow
oracle Claim
Connect to Oracle databases via MCP, providing secure read-only access with sup…
86
30542
wutong
presidio Claim
N/A N/A 95
30543
weirdmachine64
SharkMCP Claim
Enables LLMs to load and analyze PCAP/PCAPNG files using Wireshark's sharkd int…
N/A N/A
30544
bgpt
BGPT MCP API Claim
Search scientific papers with raw experimental data extracted from full-text st…
N/A N/A 95
30545
taskman-london
TaskMan of London lets AI agents help users find, price, and book real home ser…
81
30546
ragalgo
ragalgo Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
N/A N/A 95
30547
w1ne
Enables Claude and other AI assistants to control darktable for photo managemen…
N/A N/A
30548
saveomargaya2015
voxpact Claim
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…
30549
xiaobenyang-com
bingcn Claim
使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。
N/A N/A 95
30550
MCP-Mirror
Provides detailed character analysis for text, counting total characters, chara…
N/A N/A 95
Showing 30501–30550 of 33537 servers
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