MCP Server Quality Scores

Independent quality analysis of 60909 public MCP servers

60909
Discovered
29967
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27151
nicosaporiti
Connects to a Gym Tracker Supabase database to provide LLMs with access to pers…
C 64 34 68 35 81
27152
adhirajhangal
mcp-vapi Claim 1
MCP server for Vapi.ai that enables AI coding assistants to manage voice assist…
C 64 34 67 35 81
27153
cryptographer11
Name: CryptoScholar Claim 1
Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MA…
C 64 34 72 29 81
27154
Saifalkayali
A production-ready TypeScript starter for building read-only YNAB MCP servers. …
C 64 34 66 37 81
27155
chrisryugj
kordoc Claim 1
모두 파싱해버리겠다 — HWP3·HWP·HWPX·HWPML·PDF·XLS·XLSX·DOCX → Markdown. 신구대조·양식 자동 채우기·M…
C 64 34 45 N/A N/A 72 81
27156
easternwise98
KCSC Standard MCP Claim
Parses Excel/PDF construction calculations and retrieves Korean construction st…
C 64 34 72 27 81
27157
gate
Gate News MCP Claim
Gate news MCP for crypto news, structured events, announcements, and social sen…
C 64 35 60 49 81
27158
Franzferdinan51
Polymarket MCP Server Claim 2
MCP server for Polymarket prediction markets, enabling search, market details, …
C 64 34 71 30 81
27159
zzulanas
Provides AI agents with access to real-time and historical SPX 0DTE options mar…
C 64 34 72 30 81
27160
step-security
stepsecurity-mcp Claim 2
MCP server for the StepSecurity platform that enables investigating supply-chai…
C 63 34 57 51 81
27161
workopia
Workopia Claim
AI job search, resume builder, and career advice via MCP
C 63 34 60 45 81
27162
DrGalio
Provides 19 AI-powered business intelligence tools for tasks such as SEO audits…
C 63 34 72 24 81
27163
i-Nihal
Network MCP Server Claim
Enables AI agents to interact with Cisco IOS-XE network devices over SSH using …
C 63 34 72 25 81
27164
backworkai
Verity MCP Server Claim 1
Provides AI agents access to Medicare coverage policies, prior authorization re…
C 63 34 72 24 81
27165
goodfire-ai
EVEE MCP Server Claim
Provides interpretable variant effect predictions for 4.2 million ClinVar varia…
C 63 34 72 26 81
27166
kazaminn
github-mcp-proxy Claim
A self-hosted GitHub MCP server with per-repository guardrails for AI agents, e…
C 63 34 60 43 81
27167
remotebrowser
Get Gather Claim
A containerized service that enables MCP clients to interact with data and perf…
C 63 34 50 59 81
27168
openephemeris
Open Ephemeris Claim
Open Ephemeris is a high-precision astrology API with an MCP server exposing 11…
C 63 34 60 43 81
27169
nielsvbrecht
An MCP server that enables natural language interaction with the MeteoControl V…
C 63 34 51 61 81
27170
rlembo06
mysql-mcp Claim
A lightweight MCP server providing safe, read-only access to MySQL databases. I…
C 63 34 54 53 81
27171
dhiraj-ydv
Enables users to manage Trilium Notes through natural language commands in the …
C 63 34 72 25 81
27172
gitwhy-cli
gitwhy-mcp Claim
The shared AI context engine for git — save, search, and share the reasoning be…
C 63 34 60 45 81
27173
zhaohongyuziranerran
Monitors and analyzes product prices across major e-commerce platforms (Taobao,…
C 63 34 72 25 81
27174
lfnovo
surreal-mcp Claim 1
MCP Server for SurrealDB - Bridge AI assistants with SurrealDB databases
C 63 34 53 55 81
27175
expdal3
Enables seamless integration with Convolut Context Bank for AI-powered context …
C 63 34 58 47 81
27176
PaulieB14
Limitless MCP Claim 1
An MCP server that combines both subgraphs with the Limitless REST API for mark…
C 63 34 69 28 81
27177
harshith8gowda
Moltbook MCP Server Claim 1
MCP server for monetizing Moltbook agent social network actions. Other AI agent…
C 63 34 75 21 81
27178
zeriontech
Zerion Hosted MCP Claim
Zerion MCP let's your agent analyze EVM and Solana wallets and summarize total …
C 63 34 54 54 81
27179
SrdjanCodes
hevy-mcp Claim
Python MCP server for the Hevy fitness app. Gives Claude full access to your He…
C 63 34 60 43 81
27180
YOGi-Seto
Akebono MCP Claim 1
Provides scored and reasoned Kyoto temple data optimized for AI travel agents t…
C 63 34 66 33 81
27181
thinktraveller
Anitabi MCP Server Claim 1
Enables users to search for anime information via the Bangumi API and discover …
C 63 34 60 45 81
27182
pensados
An MCP server that proxies tool calls to a running SentinelX Core instance with…
C 63 34 55 54 81
27183
RichFerry
A production-grade, extensible Python template for building Model Context Proto…
C 63 34 54 56 81
27184
eyupcanakman
gsc-mcp-rs Claim 1
MCP server for Google Search Console. 21 tools for search analytics, keyword op…
C 63 34 49 64 81
27185
gangtiser
gangtise-mcp Claim
This MCP server enables AI assistants to access Gangtise investment research pl…
C 63 34 50 60 81
27186
Eklavvyaaaaa
Translates natural language commands into structured geometric operations for a…
C 63 34 72 24 81
27187
josephtandle
Provides full Descript integration for transcription, AI-powered editing, voice…
C 63 34 68 30 81
27188
JonasBaath
MCP Refchecker Claim 2
MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and…
C 63 34 57 50 81
27189
AlexlaGuardia
mcp-freshbooks Claim 1
Production-grade MCP server for FreshBooks. 25 tools for invoices, clients, exp…
C 63 34 60 43 81
27190
sauravkumar329
Weather MCP Server Claim
Enables secure retrieval of real-time weather data for any location via Open-Me…
C 63 34 68 32 81
27191
statherm
agent-zone-mcp Claim 1
MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s valida…
C 63 34 57 49 81
27192
peter120525-cmd
LAWMADI Claim
법마디(Lawmadi) OS — Korean Legal AI with 60 specialized agents and real-time stat…
C 63 34 48 65 81
27193
alexwade
Provides read-only access to DataCite's index of 125M+ research DOIs via natura…
C 63 34 64 38 81
27194
viktormarinho
rest-to-mcp Claim 1
A bridge that enables any LLM to access and interact with documented REST APIs …
C 63 34 64 39 81
27195
3aKHP
prts-mcp Claim 1
MCP Server for [Arknights](https://www.arknights.global/), querying the [PRTS W…
C 63 34 53 57 81
27196
josephtandle
Enables AI assistants to manage Instagram Business accounts by automating conte…
C 63 34 68 30 81
27197
SaharshPatel24
splitwise-mcp Claim 1
An MCP server for Splitwise that enables users to manage shared expenses, frien…
C 63 34 67 32 81
27198
cyanheads
hn-mcp-server Claim 2
Browse Hacker News feeds, threads, and user profiles with full-text search.
C 63 35 61 57 69
27199
tmbot12
meridian-edge-mcp Claim 1
Real-time prediction market consensus data for AI agents. Aggregates probabilit…
C 63 34 60 45 81
27200
ShinyDapps
l402-kit Claim 1
MCP server for L402-protected APIs via Bitcoin Lightning. Pay-per-call AI tools…
C 63 34 57 N/A N/A 50 81
Showing 27151–27200 of 60909 servers
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