MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

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66549
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31852
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2112
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16953
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Last updated 3 hours, 1 minute ago

Grade Distribution

Score Distribution

Newly Added

mcp F Atmita F AnimGen F 24好玩 · 方案空间 F Person Enrichment F

Biggest Gainers

MemoryPlugin +46 Teppek +46 retro +44

Biggest Drops

Scrub MCP -47 Spectral — verified-knowledge oracle -46 scry — agent conduct meter, vow oracle, and the agent town -38
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36351
saksham-jain177
GitBridge Claim
Enables AI assistants to analyze GitHub repositories, including fetching reposi…
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36352
vikram-agentic
Enables automated LinkedIn lead generation and outreach through profile search,…
 — ○ ⏳ — — — — 81 —
36353
abhishekshankar
Automates Google Analytics 4 and Google Tag Manager setup, management, and heal…
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36354
xbghc
Enables querying, creating, and managing Zotero references via the MCP protocol.
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36355
owieschon
MCP server for verifying B2B contact records via email syntax and DNS/MX checks…
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36356
flin-agency
Read-only MCP server for querying Shopify analytics data, including orders, cus…
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36357
bgx4k3p
MCP server providing full coverage of the Huly SDK — issues, projects, workspac…
 — ○ ⏳ — N/A N/A — — —
36358
Sharmaz
Enables LLMs to manage a phoenixd Bitcoin Lightning wallet, including creating …
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36359
ducnm9
MCP server enabling LLM clients without vision capability to process images by …
 — ○ ⏳ — N/A N/A — — —
36360
dmae97
Lets Claude Code route tasks, launch orchestrated runs, and retrieve evidence a…
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36361
BabyBlackEyes2023
Enables Claude and other MCP clients to access Oura Ring data, including daily …
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36362
extend-marketing
A Model Context Protocol (MCP) server for the Rule marketing automation platfor…
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36363
heonyus
memvault Claim
A local knowledge engine for AI agents that captures, retrieves, and serves age…
 — ○ ⏳ — N/A N/A — — —
36364
bratz121
Fonbet MCP Claim
MCP server for reading Fonbet sports events and odds, enabling search for event…
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36365
sakupi01
An MCP server for searching Zenn blog posts and generating frontend weekly cont…
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36366
AnttiHero
lavern Claim
An agentic law firm. Yours. 67 specialist AI agents that review documents throu…
 — ○ ⏳ — N/A N/A — — —
36367
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 — — —
36368
tpiros
A minimal MCP server that demonstrates an interactive bar chart UI for sales da…
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36369
jmillpps
Private OAuth-backed MCP server for ChatGPT, supporting GPT Apps via MCP Stream…
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36370
flowerfvase
A unified MCP server integrating Feishu, Notion, and Yuque platforms with 73 to…
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36371
alshurov13
Enables natural language interaction with Allure TestOps API for managing test …
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36372
eesb99
Provides 45 tools for managing Office 365 via Microsoft Graph API, enabling ema…
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36373
josondev
A Model Context Protocol (MCP) server for comprehensive travel planning, provid…
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36374
mmpyro
vcluster-mcp Claim
Provides tools for managing vcluster instances, enabling AI assistants to list,…
 — ○ ⏳ — N/A N/A — — —
36375
leon-jarvis1
habitca-mcp Claim
Exposes the Habitica v3 API as MCP tools, allowing AI assistants to read and ma…
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36376
aby0
A 4-stage reading companion that helps users set reading goals, discover books,…
 — ○ ⏳ — N/A N/A — — —
36377
jasonkim8652
An MCP server that gives LLM agents access to computational protein design tool…
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36378
Sam-Of-The-Arth
Enables Claude to create and manipulate SolidWorks CAD models through natural l…
 — ○ ⏳ — N/A N/A — — —
36379
shivamrawat2002
An AI-powered MCP server that extracts structured data from Indian identity doc…
 — ○ ⏳ — N/A N/A — — —
36380
Raunak1571
moxfield-mcp Claim
Enables searching public decklists, fetching deck card lists and prices from Mo…
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36381
kiffhei
Control Ableton Live using natural language via Claude Code, with music theory …
 — ○ ⏳ — N/A N/A — — —
36382
Tmalone1250
kinetifi-mcp Claim
Cross-chain MCP server that coordinates operations between Casper and Mantle ne…
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36383
sukirman1901
Enables browser automation and smoke testing via Playwright, with tools for nav…
 — ○ ⏳ — N/A N/A — — —
36384
Enesp4rl4k
Provides data preparation, anonymization, and processing tools for AI agents, h…
 — ○ ⏳ — N/A N/A — — —
36385
RadhaKrishna0018
Enables triggering Jenkins release and patch pipelines through natural language…
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36386
cyanheads
Store, query, and create YAML workflow playbooks for LLM agents.
 — ○ ⏳ — N/A N/A — 83 —
36387
GumbyEnder
Wraps the Tailscale CLI to enable MCP-capable AI agents to manage devices, serv…
 — ○ ⏳ — N/A N/A — — —
36388
McSheaD
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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36389
mcp-servers-for-revit
Enables Large Language Models to access and manipulate Autodesk Revit models th…
 — ○ ⏳ — N/A N/A — — —
36390
git-fabric
A composable semantic memory layer that provides cross-project recall and sessi…
 — ○ ⏳ — — — — 81 —
36391
oyc0401
Enables natural language search of the MapleStory auction house through Claude,…
 — ○ ⏳ — N/A N/A — — —
36392
playidea-lab
pcq Claim
Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-i…
 — ○ ⏳ — N/A N/A — — —
36393
helderpgoncalves
An MCP server that lets an AI assistant read your pre-installed macOS Apple Sto…
 — ○ ⏳ — N/A N/A — — —
36394
lgscvb
LevelUp.log Claim
An MCP server that gamifies your daily activities by automatically recording ac…
 — ○ ⏳ — N/A N/A — — —
36395
Nitin-Gupta1109
TalkDB Claim
Enables natural language querying of databases with multi-turn conversations, a…
 — ○ ⏳ — N/A N/A — — —
36396
thiagorchaves
Enables AI assistants to interact with Basecamp projects, messages, to-dos, and…
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36397
Fridayxiao
Provides a comprehensive creative thinking tool with methods like structured pr…
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36398
iammohit1311
Generates viral wishes, shayari, and status packs in Indic languages using MCP …
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36399
gituser5525
Enables searching and retrieving documentation files from a local docs folder u…
 — ○ ⏳ — N/A N/A — — —
36400
ABindoff
repro-mcp Claim
An MCP server that logs AI-assisted scientific computing sessions, capturing pr…
 — ○ ⏳ — N/A N/A — — —
Showing 36351–36400 of 66549 servers
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