MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11251
abekek
A Python-based Model Context Protocol server that provides AI assistants with a…
C 63 5⁄5 ◉ ⏳ 60 35 — 45 80 98
11252
PixdataOrg
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
C 63 6⁄6 ◉ ⏳ 84 72 0 47 81 90
11253
rabiauynk
Provide event recommendations based on city and date using the Ticketmaster API…
C 63 5⁄4 ◉ ⏳ 72 33 N/A 18 87 94
11254
syedazharmbnr1
A Model Context Protocol tool that enables Claude to interact with Microsoft Ou…
C 63 5⁄4 ◉ ⏳ 78 33 N/A 19 87 88
11255
ExpertVagabond
solmail Claim
Send physical mail with Solana cryptocurrency - AI agents can send real letters…
C 63 6⁄4 ◉ ⏳ 90 66 0 53 75 95
11256
namtran
diskcleankit-mcp ⚡ Claim 1
Enables AI assistants to control DiskCleanKit's One Touch feature for scanning …
C 63 6⁄4 ◉ ⏳ 75 61 0 52 95 97
11257
suhasvemuri
obsidian-self-mcp ⚡ Claim 1
An MCP server providing direct programmatic access to Obsidian vaults through C…
C 63 5⁄5 ◉ ⏳ 53 38 — 45 81 99
11258
tokenizin-agency
mcp-nativewind Claim 1
Rransforms Tailwind components to NativeWind 4.
C 63 5⁄5 ◉ ⏳ 44 45 N/A 36 95 94
11259
hteek
Serverless MCP ⚡ Claim
A serverless implementation of the Model Context Protocol that provides AWS Cos…
C 63 6⁄4 ◉ ⏳ 86 67 0 32 95 89
11260
michaelqshieh
OpenReview MCP Server ⚡ Claim 1
Connects Claude to OpenReview to facilitate conference reviewer and area chair …
C 63 5⁄5 ◉ ⏳ 54 37 — 56 80 90
11261
kukapay
Serving as a structured knowledge base of crypto whitepapers.
C 63 5⁄5 ◉ ⏳ 72 27 — 38 78 99
11262
BACH-AI-Tools
Provides access to the Youtube138 API for searching videos, retrieving channel …
C 63 5⁄5 ◉ ⏳ 56 100 — 45 81 20
11263
CryptoCultCurt
Provide seamless access to Appfolio Property Manager Reporting API through a st…
C 63 6⁄6 ◉ ⏳ 94 70 0 48 78 84
11264
pavm035
Provides real-time and historical foreign exchange rates for 31+ currencies, en…
C 63 5⁄5 ◉ ⏳ 66 40 — 27 82 96
11265
Geeksfino
kb-mcp-server ⚡ Claim 1
An MCP server aimed to be portable, local, easy and convenient to support seman…
C 63 5⁄5 ◉ ⏳ 57 31 — 64 80 88
11266
ReplenishRadar
MCP ⚡ Claim 2
Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools f…
C 63 6⁄6 ◉ ⏳ 94 65 0 49 82 84
11267
Tencent
A server based on MCP protocol that allows large language models to directly ac…
C 63 5⁄5 ◉ ⏳ 66 100 — 33 81 20
11268
connect-abdullah
A practice project that enables users to create and list orders within an in-me…
C 63 5⁄4 ◉ ⏳ 48 42 N/A 25 95 100
11269
shaileshahuja
github-pr-mcp Claim 1
C 63 5⁄5 ◉ ⏳ 57 41 N/A 40 81 93
11270
aqibqureshi786
Enables natural language interaction with FastAPI applications through Google's…
C 63 5⁄5 ◉ ⏳ 54 56 — 19 81 96
11271
antegral
MMA MCP Server ⚡ Claim
Enables users to search and query information about military service alternativ…
C 63 5⁄5 ◉ ⏳ 72 58 — 57 81 41
11272
muskke
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 63 5⁄5 ◉ ⏳ 48 68 — 24 84 83
11273
jobinpjoseph707
An MCP server that enables AI agents to execute sandboxed JavaScript code to co…
C 63 5⁄4 ◉ ⏳ 85 38 N/A 32 89 59
11274
dabidstudio
Enables extraction of transcripts, keyword-based video search with metadata ret…
C 63 5⁄5 ◉ ⏳ 54 37 — 51 77 100
11275
xiaoshi7915
Enables intelligent form data collection for mediation/dispute resolution servi…
C 63 5⁄5 ◉ ⏳ 86 32 — 16 76 91
11276
dataforseo
DataForSEO MCP Server ⚡ Claim 3
A Model Context Protocol server that enables Claude to interact with DataForSEO…
C 63 5⁄5 ◉ ⏳ 65 70 — 54 80 38
11277
Danson-dan
A hierarchical plan management system built on FastMCP and SQLite that enables …
C 63 5⁄4 ◉ ⏳ 70 31 N/A 30 90 88
11278
vipink1203
A Model Context Protocol server that enables AI agents to securely access and i…
C 63 5⁄5 ◉ ⏳ 55 66 — 39 80 71
11279
Boosted-Chat
BoostedTravel ⚡ Claim
Flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs.
C 63 6⁄6 ◉ ⏳ 100 66 0 48 69 92
11280
yashjani
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 5⁄5 ◉ ⏳ 48 70 — 27 81 84
11281
AceDataCloud
mcp-serp ⚡ Claim 1
MCP server for Google search results via SERP API
C 63 5⁄5 ◉ ⏳ 73 0 — 72 80 100
11282
Attilio81
mcp-agno ⚡ Claim
Provides AI assistants with real-time access to the AGNO framework documentatio…
C 63 5⁄5 ◉ ⏳ 70 31 — 27 83 100
11283
tradermonty
Finviz MCP Server ⚡ Claim 1
Provides comprehensive stock screening and fundamental analysis capabilities us…
C 63 5⁄5 ◉ ⏳ 78 48 — 51 80 52
11284
Mo3g4u
Sakila MCP Server ⚡ Claim 1
Enables natural language interaction with MySQL Sakila database through intent-…
C 63 5⁄5 ◉ ⏳ 72 37 — 29 82 88
11285
TakanariShimbo
Rosbridge MCP Server ⚡ Claim 1
A Model Context Protocol server that provides tools to publish messages to ROS …
C 63 5⁄5 ◉ ⏳ 55 56 — 25 81 90
11286
s2-streamstore
Official MCP server for the S2.dev serverless stream platform.
C 63 6⁄6 ◉ ⏳ 92 36 0 80 81 97
11287
CesiumGS
Cesium AI Integrations is a collection of reference integrations and experiment…
C 63 5⁄4 ◉ ⏳ 84 0 N/A 47 92 92
11288
0xGval
A lightweight toolkit that enables Claude to search Twitter with natural langua…
C 63 5⁄5 ◉ ⏳ 88 82 — 19 81 23
11289
wilhelmklopp
A serverless tool that allows deployment of authentication-free Model Context P…
C 63 5⁄5 ◉ ⏳ 48 66 — 27 84 82
11290
marcusbai
A Model Context Protocol server that provides comprehensive weather data queryi…
C 63 5⁄5 ◉ ⏳ 57 58 — 23 81 88
11291
W87878
An AI-powered meeting assistant that combines FastAPI backend with React fronte…
C 63 5⁄5 ◉ ⏳ 60 53 — 18 81 92
11292
Barath2812
Enables LLMs to extract content from websites using automated static and dynami…
C 63 5⁄4 ◉ ⏳ 54 55 N/A 18 90 90
11293
krunal16-c
Provides access to 250,000+ Canadian government datasets and specialized queryi…
C 63 5⁄5 ◉ ⏳ 78 32 — 24 80 90
11294
dr12hes
engrm ⚡ Claim
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
C 63 5⁄5 ◉ ⏳ 90 0 N/A 50 81 94
11295
jonmmease
Enables sending push notifications to your devices via Pushover, allowing you t…
C 63 5⁄5 ◉ ⏳ 60 48 — 24 81 94
11296
zwldarren
Provide access to Chinese stock market data including historical prices, real-t…
C 63 6⁄6 ◉ ⏳ 76 61 0 78 81 92
11297
ylin6
An MCP server that allows AI assistants to programmatically manage Unleash feat…
C 63 5⁄5 ◉ ⏳ 45 65 — 22 80 98
11298
Pankhur
Public MCP Server ⚡ Claim
A basic Model Context Protocol (MCP) server implementation that provides a foun…
C 63 5⁄5 ◉ ⏳ 62 82 N/A 23 95 39
11299
isnow890
책 싫어하는 제가 책에 대해 아는척하고 싶어서 만들었습니다.. 내 주변 도서관 실시간 대출 확인 읽고 싶은 책을 검색하면 주변 도서관 대출 가…
C 63 6⁄6 ◉ ⏳ 88 71 0 46 81 86
11300
qy527145
Acemcp ⚡ Claim
Enables semantic code search across codebases with automatic incremental indexi…
C 63 6⁄6 ◉ ⏳ 86 63 0 55 81 91
Showing 11251–11300 of 69093 servers
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