MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

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Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

Newly Added

EU TED Tenders (Apify Actor) by Tuper F OpenAlex Papers (Apify Actor) by Tuper F Hacker News (Apify Actor) by Tuper F GitHub Repos (Apify Actor) by Tuper F UK Companies House (Apify Actor) by Tuper F

Biggest Gainers

Airport Pickups London +31 HTML to Image +24 robomart +22

Biggest Drops

Black Label Continuum Website MCP -48 worldhums -48 Second Opinion -48
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41401
reverse-craft
A powerful MCP server for browser debugging and reverse engineering, providing …
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41402
ethereumfollowprotocol
Provides read-only access to Google Drive meeting transcripts and Google Calend…
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41403
samson-ailabs
Klarova Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
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41404
kubachour
MCP server for mobile growth & user acquisition, connecting LLMs to a curated k…
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41405
iiNothh
Enables AI agents to edit files in VS Code with an interactive diff review pane…
 — ○ ⏳ — N/A N/A — — —
41406
SaiyemRaiyan
Enables AI agents to manage Box files, folders, collaborations, and more via th…
 — ○ ⏳ — — — — 81 —
41407
HairdresserKnife
A local MCP server that exposes QuickBooks Online data and actions as callable …
 — ○ ⏳ — N/A N/A — — —
41408
easy1staking-com
An MCP server that provides AI assistants with searchable access to Cardano eco…
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41409
ss26367098
RawTrace MCP Claim
Records raw DOM mutations and network events during AI agent browser interactio…
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41410
gabcoyne
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
 — ○ ⏳ — N/A N/A — — —
41411
rwesleyevans
HTMLvault Claim
Publish and manage secure HTML links: PII/secret scanning, batch create, patch …
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41412
piatra-automation
Enhanced MCP server for sending native macOS notifications with terminal-notifi…
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41413
japlete
Read Markdown with inlined images and heading indexes for agentic RAG over loca…
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41414
pravin-khandke
A production-ready MCP server that authenticates agents via OAuth 2.1 Bearer to…
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41415
etherwindy
Bangumi MCP Claim
Enables searching and retrieving information about anime, manga, and related co…
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41416
lumiastream
An MCP server for Lumia Stream that lets AI assistants trigger commands, set li…
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41417
Aamish-001
Astro Agent Claim
Provides live astronomical telemetry and space data, including ISS tracking, NA…
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41418
somethingforheheda
MCP server for macOS desktop automation enabling screenshot, click, type, scrol…
 — ○ ⏳ — N/A N/A — — —
41419
ArnoLegi
MCP INPI Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
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41420
vinades
mcp-dauthau Claim
Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …
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41421
CSOAI-ORG
MEOK Enterprise Compliance Checker — EU AI Act, DORA, GDPR automated gap analys…
 — ○ ⏳ — N/A N/A — — —
41422
zankkas
loom-go Claim
A thinking assistant MCP server that helps you reason through problems using st…
 — ○ ⏳ — N/A N/A — — —
41423
Saurabhsing21
DeepMap MCP Claim
Enables LLMs to directly access and analyze cancer dependency data from the Dep…
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41424
ilhankilic
AI-powered spatial intelligence for landscape restoration, enabling queries on …
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41425
xiachenggang
Provides AI knowledge base query service for Cocos Creator 3.8.8 + exia-framewo…
 — ○ ⏳ — N/A N/A — — —
41426
one710
ComputerMate Claim
Enables AI to control a computer through mouse, keyboard, and screen capture to…
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41427
dachhack
stathead-mcp Claim
Fantasy football analytics: stats, dynasty, projections, prospects, Sleeper lea…
 — ○ ⏳ — N/A N/A — — —
41428
RemiKG
Stomped Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
 — ○ ⏳ — N/A N/A — 95 —
41429
naft3r-101
Enables Claude Code to read and write issues on the Testing Platform via natura…
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41430
suberbawer
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
 — ○ ⏳ — N/A N/A — 95 —
41431
jf-cmyk
Read-only Blocksize market-data discovery MCP package. Search instruments, insp…
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41432
michielinksee
cockpit-mcp Claim
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (…
 — ○ ⏳ — N/A N/A — — —
41433
BlockBeatsOfficial
A crypto data gateway for AI assistants, providing real-time newsflashes, artic…
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41434
myaier
agxp-claude Claim
Integrates Claude with the AGXP real-time signal network, enabling timeline pol…
 — ○ ⏳ — N/A N/A — — —
41435
Tr1ckyMag1ca1
MCP server for AI-powered image, audio, and video generation, enabling media cr…
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41436
AiAgentKarl
Enables AI agents to search and explore over 570,000 artworks from the Metropol…
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41437
AnanseLabs-Org
Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime,…
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41438
iceycn
Enables large language models to query and operate on Apollo Configuration Cent…
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41439
solsentry
Provides post-deploy Solana threat intelligence, enabling AI agents to check op…
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41440
TGLEEEE
tgbot-mcp Claim
A trusted, open-source MCP server for Telegram that enables LLMs to send messag…
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41441
akhilthomas236
Enables retrieval of relevant context from Confluence pages using RAG and Chrom…
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41442
jranjan01
A Python MCP server providing weather and date tools for travel planning, compa…
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41443
Envious-Labs-LLC
Enables Claude Code to consult external LLMs (GPT, Gemini) through multi-turn s…
 — ○ ⏳ — N/A N/A — — —
41444
ceciliomichael
Provides advanced filesystem operations for AI-assisted development, including …
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41445
saumdabi
pm-agents Claim
A multi-agent product-management copilot that automates morning briefings, metr…
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41446
borisgujvin
dittu Claim
Turns a phone into a camera+Bluetooth remote so AI assistants can see and contr…
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41447
Tonetete
Enables AI assistants to interact with GitLab repositories, manage branches, cr…
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41448
kikohz
Free web search MCP server using SearXNG, supporting web search, news search, a…
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41449
omerbelsayed
VisioMCP Claim
Connects Claude to Microsoft Visio to generate enterprise architecture diagrams…
 — ○ ⏳ — N/A N/A — — —
41450
aauth-dev
@aauth/praca Claim
An MCP server that brokers discovery and interaction with AAuth resources, prov…
 — ○ ⏳ — N/A N/A — — —
Showing 41401–41450 of 69343 servers
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