MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

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56925
Discovered
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29777
Scored
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2112
Verified
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16953
Complete
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Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

Newly Added

sales-intelligence-mcp F regulatory-filings-mcp F patents-trademarks-ip-mcp-server F global-equities-screener-mcp F fred-treasury-macro-data-mcp F

Biggest Gainers

Stocklake — AI Stock Intelligence +44 Google Analytics (unofficial) +42 data-enrichment +42

Biggest Drops

Serverless-DB-Oracle -46 SocialDataX 快手 Kuaishou MCP -12 AgenticBI -12
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51801
mavrkofficial
tydro-mcp Claim
MCP server for the Tydro lending protocol on Ink blockchain, enabling AI agents…
 — ○ ⏳ — N/A N/A — — —
51802
onehumanbeing
Enables reading, writing, and deleting JSON values using dot-notation paths, wi…
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51803
changeflowhq
Monitor any website and get AI-enriched change intelligence via MCP. Manage sou…
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51804
Lars-Albinsson
Enables AI-assisted debugging of React applications by providing browser contro…
 — ○ ⏳ — N/A N/A — — —
51805
gaddobenedetti
MCP Email Claim
Enables AI agents to send and receive emails via POP3 and SMTP, with tools for …
 — ○ ⏳ — N/A N/A — — —
51806
linsun
Enables controlling a Tello drone through natural language commands in Claude. …
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51807
cyanheads
WHO Global Health Observatory — 3,059 indicators across 194 member states.
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51808
oliverames
Provides full Sprout Social API coverage for AI-powered social media management…
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51809
kira4094
Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision mode…
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51810
MartinCley
Cleyrop MCP Claim
MCP server to interact with Cleyrop work data: browse, search, read file conten…
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51811
Sergey-Bl
testrail-mcp Claim
An MCP server for TestRail that prepares everything needed to generate test cas…
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51812
jaswanthsurya007-source
recall-mcp Claim
Turns a local folder of notes and documents into a searchable knowledge base fo…
 — ○ ⏳ — N/A N/A — — —
51813
rangta10
A Kali Linux MCP server that integrates network security and penetration testin…
 — ○ ⏳ — N/A N/A — — —
51814
amoghmanral
pagelens Claim
Enables AI coding agents to visually interact with frontend apps by taking scre…
 — ○ ⏳ — N/A N/A — — —
51815
sargonpiraev
Enables AI assistants to interact with the GitLab API, providing over 1000 tool…
 — ○ ⏳ — N/A N/A — — —
51816
dcerecedo
eurostat-mcp Claim
Exposes the Eurostat Statistics API, enabling LLMs to discover, explore, and re…
 — ○ ⏳ — N/A N/A — — —
51817
modelscope
Enables AI agents and chatbots to access ModelScope's ecosystem of AI resources…
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51818
dawiegriesel
An MCP server that scaffolds full-stack projects with consistent structure, Doc…
 — ○ ⏳ — N/A N/A — — —
51819
shawlzs
screen-mcp Claim
An MCP server that enables AI agents like Claude to capture screen screenshots …
 — ○ ⏳ — N/A N/A — — —
51820
chenkumi
Enables AI assistants to inspect and query a MySQL database through safe, struc…
 — ○ ⏳ — N/A N/A — — —
51821
danielsmithdevelopment
ClawQL Claim
An MCP server for API discovery and execution with a token-efficient search -> …
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51822
mohsinkhadim59
Automatically extracts subtitles, captures screenshots at specified timestamps,…
 — ○ ⏳ — N/A N/A — — —
51823
Ismail-2001
EduPilot Claim
A multi-agent AI tutor that delivers personalized lessons, resolves doubts with…
 — ○ ⏳ — N/A N/A — — —
51824
eriknewton
Wraps any AI agent harness with kernel-level protection, cryptographic signing,…
 — ○ ⏳ — N/A N/A — — —
51825
jonathanhowell
imap-mcp Claim
Read-only MCP server for IMAP email access, enabling AI agents to read, search,…
 — ○ ⏳ — N/A N/A — — —
51826
obinnanwachukwu1
MCP server for the Codex Security Cloud service, enabling agents to list, inspe…
 — ○ ⏳ — N/A N/A — — —
51827
MCP-Forge
Enables AI agents to interact with the FormIO API for dynamic form creation, su…
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51828
GospelSounders
Provides offline research and advanced search capabilities for Ellen Gould Harm…
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51829
Jon-Biz
Provides comprehensive financial data and analysis tools using Yahoo Finance, i…
 — ○ ⏳ — N/A N/A — — —
51830
dinasaur404
Enables personalized book recommendations by managing reading profiles and pref…
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51831
Vortex-9191
Automatically saves valuable insights, learnings, and business knowledge from C…
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51832
kuaizhongqiang
Provides CodeBuddy, Claude Code, and other MCP-compatible tools with a 4-layer …
 — ○ ⏳ — N/A N/A — — —
51833
SinanTufekci
An MCP server that bridges Claude Code with Antigravity CLI using a Swarm Agent…
 — ○ ⏳ — N/A N/A — — —
51834
travisfleish
Read-only MCP server for monitoring public RSS and Atom feeds from competitor a…
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51835
emily397
Enables B2B research by finding verified work emails, extracting contacts, dete…
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51836
kiffhei
Control Ableton Live using natural language via Claude Code, with music theory …
 — ○ ⏳ — N/A N/A — — —
51837
cyanheads
Query IMF SDMX 3.0 macroeconomic data — 193 dataflows, WEO, BOP, CPI, exchange …
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51838
mcp-server Claim 1
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity …
 — ○ — N/A N/A — 69 —
51839
liliangshan
A MCP MySQL server with DDL support, permission control and operation logs.
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51840
armatrix
twitter-mcp Claim
A lightweight Twitter MCP server for Claude Code with 17 tools for reading and …
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51841
PavloJedi
MCP server for the Google Tasks API that enables AI agents to read, create, upd…
 — ○ ⏳ — N/A N/A — — —
51842
lieberweiss
A secure MCP server for database access via FastMCP, supporting SQLite, Postgre…
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51843
markswendsen-code
mcp-ups Claim
MCP server for UPS package tracking and shipping services using browser automat…
 — ○ ⏳ — N/A N/A — — —
51844
CormickKneey
Provides tools to fetch web content in HTML, JSON, text, or Markdown formats vi…
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51845
garbvalley
A modular MCP server integrating Jira and GitHub to automate developer workflow…
 — ○ ⏳ — N/A N/A — — —
51846
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
 — ○ ⏳ — — — — 81 —
51847
Edqe14
ntfy-mcp Claim
MCP server for sending notifications to ntfy.sh or self-hosted ntfy instances.
 — ○ ⏳ — N/A N/A — — —
51848
SandraK82
Wisdom MCP Claim
MCP server enabling AI agents to participate in the Wisdom Network. Provides to…
 — ○ ⏳ — N/A N/A — — —
51849
igtm
launchd-mcp Claim
Manage macOS launchd jobs from MCP tools with support for Python-script tasks, …
 — ○ ⏳ — N/A N/A — — —
51850
oceanum-io
Oceanum MCP Claim
Enables AI assistants to search, query, and manage ocean/environmental datasets…
 — ○ ⏳ — N/A N/A — — —
Showing 51801–51850 of 56925 servers
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