MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11251
structured-world
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
C 63 64 92 42 0 87 83 86
11252
delexw
mcpware Claim
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
C 63 55 90 36 42 81 57
11253
bretbouchard
Where's Waldo Rick Claim 1
An MCP server that provides agentic vision capabilities for visual regression t…
C 63 55 51 62 27 81 86
11254
jopsis
OCI MCP Server Claim
Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure …
C 63 55 72 38 27 81 91
11255
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
11256
AceDataCloud
mcp-serp Claim 1
MCP server for Google search results via SERP API
C 63 55 73 0 72 80 100
11257
scotthavird
A tool for deploying authentication-free Model Context Protocol servers on Clou…
C 63 55 48 68 26 84 81
11258
rabiauynk
Provide event recommendations based on city and date using the Ticketmaster API…
C 63 54 72 33 N/A 18 87 94
11259
pavm035
Provides real-time and historical foreign exchange rates for 31+ currencies, en…
C 63 55 66 40 27 82 96
11260
santiagopereda
Provides a secure bridge for AI assistants to interact with the Google Sheets A…
C 63 55 76 45 19 76 89
11261
marcusbai
A Model Context Protocol server that provides comprehensive weather data queryi…
C 63 55 57 58 23 81 88
11262
puran-water
An intelligent MCP server for the automated design and sizing of aerobic biolog…
C 63 55 84 26 30 81 85
11263
Doctacon
Enables parallel implementation of tasks using git worktrees, allowing you to c…
C 63 54 72 31 N/A 15 95 91
11264
ExpertVagabond
solmail Claim
Send physical mail with Solana cryptocurrency - AI agents can send real letters…
C 63 64 90 66 0 53 75 95
11265
shadyvb
Enables flight and airport search capabilities through Skyscanner, allowing use…
C 63 55 76 38 21 82 90
11266
shaikh3
GDrive MCP Server Claim
Enables Claude to perform comprehensive read and write operations on Google Doc…
C 63 64 90 68 0 30 95 90
11267
jake-ccnh
Integrates the Planning Center Online API with an MCP server to enable natural …
C 63 55 62 30 40 81 100
11268
CryptoCultCurt
Provide seamless access to Appfolio Property Manager Reporting API through a st…
C 63 66 94 70 0 48 78 84
11269
dvvolkovv
Calculates Human Design charts based on birth date, time, and location, providi…
C 63 54 80 57 N/A 33 90 41
11270
ugundhar
A sample implementation of Model Context Protocol server demonstrating core fun…
C 63 54 66 30 N/A 26 90 100
11271
ninad7007
A Model Context Protocol server that enables AI tools to interact with Supabase…
C 63 55 45 68 34 81 85
11272
zzuse
An MCP server that enables users to compile C++ code and retrieve assembly outp…
C 63 55 57 57 25 82 89
11273
ylin6
An MCP server that allows AI assistants to programmatically manage Unleash feat…
C 63 55 45 65 22 80 98
11274
bornpresident
MISP-MCP-SERVER Claim
MISP-MCP-SERVER
C 63 55 78 43 12 81 90
11275
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
11276
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
11277
Sunwood-ai-labs
A Model Context Protocol server that enables efficient management of GitHub iss…
C 63 54 51 57 N/A 56 87 67
11278
amornpan
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
C 63 55 78 33 21 80 94
11279
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
11280
moveleq67
Enables deployment of Model Context Protocol servers on Cloudflare Workers with…
C 63 55 48 70 29 83 80
11281
joaquinsoza
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
C 63 55 45 70 23 81 88
11282
patw
Enables querying and analyzing the MongoDB sample_mflix movie dataset through n…
C 63 55 70 38 36 81 87
11283
davidyen1124
Caltrain MCP Server Claim 1
A Model Context Protocol server that provides real-time Caltrain schedule infor…
C 63 55 51 33 60 83 95
11284
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
11285
LaelLuo
Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants…
C 63 55 60 56 21 81 87
11286
goperigon
Perigon MCP Server Claim
Enables access to comprehensive news data through the Perigon API, including se…
C 63 66 84 71 0 48 81 92
11287
MilesCool
Provides an MCP server that allows large language models to access real-time an…
C 63 55 60 33 41 80 99
11288
iitsmedongz
A tool that deploys a remote Model Context Protocol (MCP) server on Cloudflare …
C 63 55 48 68 26 84 84
11289
michaelahern
Airthings Consumer MCP Server
C 63 55 76 27 73 81 60
11290
gs-ysingh
Travel MCP Server Claim
Enables comprehensive travel planning by providing tools for flight and accommo…
C 63 55 78 75 31 81 33
11291
0xGval
A lightweight toolkit that enables Claude to search Twitter with natural langua…
C 63 55 88 82 19 81 23
11292
Shaoqigit
pyNastran MCP Server Claim 2
An MCP server that enables AI agents to interact with Nastran FEA models by rea…
C 63 54 53 31 N/A 49 92 91
11293
NodusAI-Your-Prediction-Broker
AI-powered Oracle signals for Polymarket and Kalshi prediction markets. Pay $1 …
C 63 66 88 63 0 52 81 95
11294
devkotab
A deployable MCP server on Cloudflare Workers that provides tools without requi…
C 63 55 48 67 26 84 84
11295
CharTyr
Enables AI agents to play Slay the Spire 2 by exposing game state and actions t…
C 63 54 72 0 N/A 59 89 99
11296
mangooer
A server that provides MySQL database operations through SSE (Server-Sent Event…
C 63 55 64 43 45 78 84
11297
nikhilchintawar
An MCP server that enables searching for messages and listing channels within a…
C 63 55 57 63 35 82 74
11298
razvan1326
Provides AI tutoring capabilities for Romanian police academy entrance exam pre…
C 63 66 96 68 0 37 81 88
11299
mcpc-tech
mcpc Claim
Build agentic-MCP servers by composing existing MCP tools.
C 63 66 84 60 0 69 82 90
11300
sin4ch
Enables currency conversion between 161+ currencies using real-time exchange ra…
C 63 55 66 43 25 81 93
Showing 11251–11300 of 66495 servers
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