MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46051
lapinism
Enables building and querying a local wiki knowledge base from raw source files…
— ○ ⏳ — N/A N/A — — —
46052
dotreflection
Helps developers migrate Swift projects to Apple's 2026 platforms by scanning c…
— ○ ⏳ — — — — — —
46053
zakariahere
kafka-mcp Claim
Exposes Kafka administration operations as MCP tools, enabling AI agents to ins…
— ○ ⏳ — — — — — —
46054
SpiritHerb
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
— ○ ⏳ — — — — — —
46055
gunsnation
The Gunsnation MCP Server is a lightweight integration layer that exposes the G…
— ○ ⏳ — — — — — —
46056
0xkaz
Enables AI agents to store, search (keyword and semantic), retrieve, update, an…
— ○ ⏳ — — — — — —
46057
whereayan
Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDA…
— ○ ⏳ — — — — — —
46058
yashodhank
Enables AI agents to administrate WHMCS installations through the External API,…
— ○ ⏳ — — — — — —
46059
kimnerd-dev
Enable seamless integration of Notion data with your LLM applications by exposi…
— ○ ⏳ — N/A N/A — 95 —
46060
VenkatAdena
Provides weather data including US alerts, US forecasts, and global 5-day forec…
— ○ ⏳ — — — — — —
46061
omalleyandy
kenpom Claim
A Python MCP server providing 11 tools for querying KenPom basketball analytics…
— ○ ⏳ — — — — 81 —
46062
rendi-febrian
Enables AI assistants to introspect a Laravel application's routes, models, con…
— ○ ⏳ — N/A N/A — — —
46063
hoon
brave-search Claim
— ○ ⏳ — N/A N/A — 95 —
46064
aswin-s
MCP server providing real-time Indian stock market data through 15 tools, inclu…
— ○ ⏳ — — — — — —
46065
nhatnguyenquang1838-coder
Self-hosted MCP server that enables ChatGPT agents to perform health checks, fe…
— ○ ⏳ — — — — — —
46066
sebringj
Autonomo MCP Claim
Gives AI coding assistants live, structured access to running apps' state and U…
— ○ ⏳ — N/A N/A — — —
46067
goni-b
A unified MCP server that manages multiple GoHighLevel (JONSON) accounts, enabl…
— ○ ⏳ — — — — — —
46068
xiaobenyang-com
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
— ○ ⏳ — N/A N/A — 95 —
46069
temurkhan13
bash-vet-mcp Claim
MCP server that vets LLM-emitted shell commands BEFORE execution — detects rm -…
— ○ ⏳ — N/A N/A — — —
46070
robotto-xyz
px4-ulog-mcp Claim
MCP server for inspecting PX4 ULog flight logs, enabling AI assistants to under…
— ○ ⏳ — N/A N/A — — —
46071
ryum91
MCP server wrapping Toss Securities Open API, enabling stock price queries and …
— ○ ⏳ — — — — — —
46072 — ○ ⏳ — N/A N/A — 95 —
46073
Browncabinet
Table Charts Claim
TableCharts MCP Server gives any LLM assistant the ability to instantly convert…
— ○ ⏳ — — — — — —
46074
asd-git-master
Enables AI agents and sportsbooks to discover, evaluate, and monitor alternativ…
— ○ ⏳ — — — — — —
46075
wahyuzero
Enables AI agents to route web scraping traffic through a phone's cellular conn…
— ○ ⏳ — N/A N/A — — —
46076
NG-Bullseye
Reports your Claude subscription usage (5-hour and weekly limits) with a foreca…
— ○ ⏳ — N/A N/A — — —
46077
MCP-Mirror
Provides real-time financial data from Yahoo Finance, enabling stock price look…
— ○ ⏳ — — — — 81 —
46078
Evolink-AI
EvoLink Claim
150+ image, video and audio models. Quote before you generate; pay as you go.
— ○ ⏳ — — — — — —
46079
pyrfor
Bridges AI agents to 1C:Enterprise via OData, enabling natural language queries…
— ○ ⏳ — — — — — —
46080
ghdejr11-beep
Enables MCP clients to compute and interpret Korean Four Pillars of Destiny (Sa…
— ○ ⏳ — — — — — —
46081
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
— ○ ⏳ — N/A N/A — 95 —
46082
ShotaTanikawa
hookray-mcp Claim
Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
— ○ ⏳ — N/A N/A — — —
46083
ZachPackull
Enables read-only search and export of Outlook emails and attachments with a ch…
— ○ ⏳ — N/A N/A — — —
46084
ravi8585
Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
— ○ ⏳ — — — — 81 —
46085
null-create
Enables AI agents to fetch, clean, and extract readable content from web pages,…
— ○ ⏳ — — — — — —
46086
FurlPay
Enables AI agents to autonomously search, pay, and book travel by integrating T…
— ○ ⏳ — — — — — —
46087
GetBlock-io
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
— ○ ⏳ — — — — — —
46088
nayagamez
Wraps Anthropic Claude Code CLI as tools, allowing MCP clients to invoke headle…
— ○ ⏳ — N/A N/A — — —
46089
bhuvanmdev
Enables file system operations, web scraping, and AI-powered search through MCP…
— ○ ⏳ — N/A N/A — — —
46090
lucasbrito-wdt
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
— ○ ⏳ — N/A N/A — — —
46091
mception Claim 1
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
— ○ — N/A N/A — 81 —
46092
jlnovais
A minimal NestJS MCP server skeleton for experimenting with the Model Context P…
— ○ ⏳ — — — — — —
46093
ainarsklavins
Provides AI assistants with real-time date, time, and timezone information, ena…
— ○ ⏳ — — — — 81 —
46094
pipeworx-io
MCP server for accessing Strasbourg Open Data (data.strasbourg.eu). Allows sear…
— ○ ⏳ — — — — 81 —
46095
nweii
Self-hosted MCP server that provides remote AI clients with read and write acce…
— ○ ⏳ — — — — — —
46096
rohith-jpg
JobLens MCP Claim
Provides job search, local resume parsing, and resume-to-job matching via offic…
— ○ ⏳ — N/A N/A — — —
46097
AlmaLinux
albs-mcp Claim
MCP server and CLI for AlmaLinux Build System (ALBS) that enables AI coding ass…
— ○ ⏳ — — — — — —
46098
sbs1003
sbs_mcp_1010 Claim
— ○ ⏳ — N/A N/A — 95 —
46099
PongsiriTK
This server enables managing Zimbra emails, contacts, tags, and calendar via th…
— ○ ⏳ — — — — — —
46100
yahia
branddev Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 46051–46100 of 69261 servers
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