MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11251
namtran
diskcleankit-mcp Claim 1
Enables AI assistants to control DiskCleanKit's One Touch feature for scanning …
C 63 64 75 61 0 52 95 97
11252
epi-builder
Enables web browser automation through Playwright, providing tools for navigati…
C 63 55 72 75 26 81 46
11253
rt0120-Ramco
Provides comprehensive utility tools including file operations, weather informa…
C 63 54 60 33 N/A 22 95 99
11254
PixdataOrg
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
C 63 66 84 72 0 47 81 90
11255
D-Diaa
An MCP server that enables Claude to perform OCR on local files using Mistral A…
C 63 54 53 55 N/A 21 92 89
11256
rajmohancoder
This MCP server provides tools to calculate and compare insurance premiums acro…
C 63 55 54 51 30 83 93
11257
wolfe-jam
FAF Claim
# claude-faf-mcp FAF MCP server for Claude-compatible clients, with 33 tools f…
C 63 66 60 70 0 87 77 100
11258
Kurasuai-Inc
Enables text-to-speech playback with multiple Japanese character voices using V…
C 63 54 56 53 N/A 23 95 82
11259
sw-jooyeon
A tool that helps users easily register Anthropic's Model Context Protocol in C…
C 63 55 72 30 41 81 89
11260
muskke
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 63 55 48 68 24 84 83
11261
ylin6
An MCP server that allows AI assistants to programmatically manage Unleash feat…
C 63 55 45 65 22 80 98
11262
Rucha-Nandgirikar
StatFlow Claim
Enables AI assistants to perform statistical analysis on MySQL databases, gener…
C 63 55 84 12 42 81 90
11263
PHOENIXxXTM
Weather MCP Server Claim
Provides real-time weather data including temperature, humidity, and conditions…
C 63 54 62 30 N/A 24 94 99
11264
ndjordjevic
pinrag Claim
RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query…
C 63 55 84 0 N/A 78 64 95
11265
zongmin-yu
literateMCP Claim
Server for managing academic literature with structured note-taking and organiz…
C 63 54 72 23 N/A 34 95 87
11266
rooking-oss
Provides Japanese postal code to address lookup functionality that can be integ…
C 63 55 54 40 39 81 100
11267
imhiroki
Toolrank Claim
# ToolRank MCP Server Score and optimize MCP tool definitions for AI agent dis…
C 63 55 96 10 34 81 88
11268
dr12hes
engrm Claim
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
C 63 55 90 0 N/A 50 81 94
11269
amanasmuei
An MCP server that provides access to Malaysia prayer time data through Claude …
C 63 64 81 65 0 43 92 95
11270
takuya0206
A Model Context Protocol server that enables LLMs to understand BigQuery datase…
C 63 55 57 38 48 81 94
11271
structured-world
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
C 63 64 92 42 0 87 83 86
11272
JotaDeRodriguez
Bonsai-mcp Claim 1
A Model Context Protocol server that integrates Claude with Blender, enabling u…
C 63 54 57 33 N/A 49 82 94
11273
MorvanZhou
A server that integrates the MCP library with OpenAI's API, allowing users to i…
C 63 54 74 25 N/A 36 87 90
11274
fshafi1
Enables the deployment of remote Model Context Protocol (MCP) servers on Cloudf…
C 63 55 48 70 27 81 85
11275
dvvolkovv
Calculates Human Design charts based on birth date, time, and location, providi…
C 63 54 80 57 N/A 33 90 41
11276
moeloubani
Provides access to VisiData functionality for data analysis, visualization, and…
C 63 54 54 33 N/A 52 89 89
11277
masna-ai
A server that enables AI models to interact with Confluence Data Center through…
C 63 55 72 41 23 76 93
11278
mistral-mcp-hackathon
Team MCP Server Claim
Provides team information retrieval capabilities through HTTP streaming transpo…
C 63 55 62 31 45 81 95
11279
mdg10215-svg
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 63 54 66 75 N/A 35 92 35
11280
delexw
mcpware Claim
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
C 63 55 90 36 42 81 57
11281
colinterface
Provides access to Bay Wheels realtime bikeshare data, enabling users to find n…
C 63 55 72 30 29 82 94
11282
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 66 88 71 0 46 81 86
11283
purva-kashyap
Microsoft MCP Claim
Enables AI assistants to interact with Microsoft Graph API services including O…
C 63 55 72 40 27 81 88
11284
rabiauynk
Provide event recommendations based on city and date using the Ticketmaster API…
C 63 54 72 33 N/A 18 87 94
11285
regismesquita
A2A MCP Server Claim 1
An MCP server that enables Claude Desktop to communicate with A2A protocol agen…
C 63 55 51 63 19 81 95
11286
puran-water
An intelligent MCP server for the automated design and sizing of aerobic biolog…
C 63 55 84 26 30 81 85
11287
bobooooo
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
C 63 55 54 52 30 83 93
11288
TakanariShimbo
Rosbridge MCP Server Claim 1
A Model Context Protocol server that provides tools to publish messages to ROS …
C 63 55 55 56 25 81 90
11289
kolarova-ops
Rohlik MCP Server Claim 1
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
C 63 66 84 70 0 47 80 96
11290
mcpmessenger
Exposes LangChain agent capabilities through the Model Context Protocol, enabli…
C 63 55 78 71 36 81 36
11291
kevyder
banrepco Claim
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 62 47 47 81 76
11292
Jongryong
Connects to Jira instances to generate weekly reports based on issue activity, …
C 63 54 62 67 N/A 20 95 59
11293
pipeworx-io
dns Claim
DNS MCP — DNS and network lookup tools
C 63 55 90 0 47 81 97
11294
Barath2812
Enables LLMs to extract content from websites using automated static and dynami…
C 63 54 54 55 N/A 18 90 90
11295
ASXRND
Provides weather data via OpenWeatherMap API, file operations, and integration …
C 63 55 72 72 24 81 53
11296
Rana-X
Enables booking cleaning services in San Francisco by collecting customer detai…
C 63 66 90 77 0 31 81 91
11297
BACH-AI-Tools
An MCP server that provides access to the Midjourney Best Experience API for ge…
C 63 55 41 100 45 81 43
11298
dataforseo
DataForSEO MCP Server Claim 3
A Model Context Protocol server that enables Claude to interact with DataForSEO…
C 63 55 65 70 54 80 38
11299
wenchuin89
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 55 48 70 24 81 83
11300
Traia-IO
ICON mcp v105 Claim
Enables AI agents and LLMs to interact with the ICON mcp v105 API through stand…
C 63 55 68 46 24 80 91
Showing 11251–11300 of 67226 servers
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