MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10601
zchaffee1
MCP Server ⚡ Claim
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm j…
C 65 5⁄4 ◉ ⏳ 60 31 N/A 37 95 99
10602
XiangWanggithub
Enables AI assistants to manage Gmail accounts through natural language for tas…
C 65 5⁄5 ◉ ⏳ 60 43 — 43 80 100
10603
janswist
mcp-dexscreener ⚡ Claim
Real-time on-chain market prices using open and free Dexscreener API
C 65 5⁄5 ◉ ⏳ 60 67 — 29 82 81
10604
sakebomb
Early MCP ⚡ Claim
Integrates with the EARLY (Timeular v4) API to manage activities, track time, a…
C 65 5⁄5 ◉ ⏳ 68 38 — 30 82 100
10605
RobinBreugelmans-S
Enables checking npm packages for known security vulnerabilities using the OSV …
C 65 5⁄5 ◉ ⏳ 54 62 — 25 81 97
10606
xiaochenwin
An MCP service that automatically generates and manages rule files for Trae AI …
C 65 5⁄4 ◉ ⏳ 66 30 N/A 45 95 88
10607
DavidSirota
rollin-mcp-server ⚡ Claim
Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and…
C 65 6⁄4 ◉ ⏳ 88 70 0 54 83 94
10608
basicbill
Provides real-time access to official aviation weather data including METARs, T…
C 65 5⁄5 ◉ ⏳ 72 41 — 25 82 96
10609 C 65 5⁄4 ◉ ⏳ 66 28 N/A 30 95 100
10610
moma1992
Enables access to Yaizu City's open data and smart city APIs through Claude Des…
C 65 5⁄5 ◉ ⏳ 84 43 — 26 80 80
10611
effieklimi
A Model Context Protocol server providing LLMs with access to the Ensembl genom…
C 65 5⁄5 ◉ ⏳ 81 65 — 50 81 40
10612
peijun1700
Bluemouse ⚡ Claim
Advanced AI Code Quality Gate
C 65 5⁄5 ◉ ⏳ 78 26 N/A 72 74 81
10613
assafelovic
gptr-mcp ⚡ Claim
MCP server for enabling LLM applications to perform deep research via the MCP p…
C 65 5⁄5 ◉ ⏳ 70 28 N/A 59 81 92
10614
functicons
A backend service that provides accurate arithmetic calculation capabilities to…
C 65 5⁄5 ◉ ⏳ 66 43 — 34 81 96
10615
evenli01
Provides tools for common file processing operations including reading files, l…
C 65 5⁄5 ◉ ⏳ 54 58 — 26 81 100
10616
FallenAngels520
Provides access to GeoGebra's mathematical computation, geometry construction, …
C 65 5⁄5 ◉ ⏳ 78 37 — 21 81 100
10617
tzafrir
A FastMCP server implementation that provides a standardized interface for acce…
C 65 5⁄5 ◉ ⏳ 82 36 — 30 81 86
10618
IKoreyoshiI
NetBrain MCP Claim
An open-source network operations integration platform that connects large lang…
C 65 5⁄5 ◉ ⏳ 66 53 — 28 77 96
10619
alexjsmith0115
Synapse ⚡ Claim 2
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
C 65 5⁄4 ◉ ⏳ 90 27 N/A 29 87 80
10620
hemangbhavasar
Enables LLMs to interact with Oracle Databases by providing specific table and …
C 65 5⁄5 ◉ ⏳ 84 28 — 41 71 98
10621
aakashrshah
Enables interaction with Aha! product management platform through GraphQL API. …
C 65 5⁄5 ◉ ⏳ 68 43 — 34 81 93
10622
Harsh-1807
Unified personal assistant MCP server that connects local files, GitHub reposit…
C 65 5⁄4 ◉ ⏳ 72 37 N/A 21 95 92
10623
ycyun
Exposes ABLESTACK MOLD API through MCP tools with the mold_\* namespace, enabli…
C 65 5⁄5 ◉ ⏳ 78 82 — 36 81 30
10624
SeoNaRu
Persona MCP Server ⚡ Claim
AI-powered persona analysis and Focus Group Interview (FGI) system that creates…
C 65 5⁄5 ◉ ⏳ 72 58 — 21 81 79
10625
TakanariShimbo
quickchart-mcp-server ⚡ Claim 1
This Model Context Protocol (MCP) server provides powerful visualization tools …
C 65 5⁄5 ◉ ⏳ 70 58 — 24 80 85
10626
menyoung
paperqa-mcp-server ⚡ Claim
Give Claude the ability to read, search, and synthesize across your entire PDF …
C 65 5⁄4 ◉ ⏳ 60 32 N/A 43 92 97
10627
yaoxiaolinglong
A Model Context Protocol server that enables AI models to interact with both My…
C 65 5⁄5 ◉ ⏳ 63 82 — 46 81 46
10628
yodakeisuke
This MCP server provides persistent memory integration for chat applications by…
C 65 5⁄5 ◉ ⏳ 78 82 — 17 81 48
10629
saurabhsharma2u
search-console-mcp ⚡ Claim 1
An MCP server to interact with Google Search Console and Bing Webmasters.
C 65 5⁄4 ◉ ⏳ 49 38 N/A 80 83 87
10630
alperenkocyigit
Enables searching for upcoming academic conferences and events from WikiCFP by …
C 65 5⁄5 ◉ ⏳ 70 31 — 53 82 91
10631
non-dirty
IMAP MCP Server ⚡ Claim 2
A Model Context Protocol server that enables AI assistants to access and manage…
C 65 5⁄5 ◉ ⏳ 69 43 — 35 81 94
10632
Voidious
A lightweight, multi-tenant blob storage and diff server that helps LLM coding …
C 65 5⁄5 ◉ ⏳ 72 37 — 37 82 95
10633
z4656207
Enables interaction with Mowen Notes to create, edit, and manage rich text cont…
C 65 5⁄5 ◉ ⏳ 66 46 — 64 81 70
10634
MaxiGarcia13
My First MCP ⚡ Claim
A simple tutorial MCP server that provides a basic addition tool for adding two…
C 65 5⁄5 ◉ ⏳ 66 47 — 27 81 97
10635
adetxt
SQL MCP Server ⚡ Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
C 65 5⁄5 ◉ ⏳ 63 82 N/A 22 95 46
10636
SANKARAMDAS
A template for deploying authentication-free MCP servers on Cloudflare Workers,…
C 65 5⁄5 ◉ ⏳ 62 52 — 24 81 100
10637
Nawaf-TBE
MCP Server ⚡ Claim
A Node.js/TypeScript server implementing the Model Context Protocol that provid…
C 65 5⁄5 ◉ ⏳ 72 41 — 26 81 99
10638
pickstar-2002
Video Clip MCP ⚡ Claim 2
A Model Context Protocol server that provides video manipulation capabilities, …
C 65 5⁄5 ◉ ⏳ 57 60 — 41 78 88
10639
benhaotang
A server that provides access to Mathematica documentation through FastMCP, ena…
C 65 5⁄4 ◉ ⏳ 66 35 N/A 36 95 88
10640
halflifezyf2680
MPM-Coding Claim
Local MCP server for reliable long-running AI coding workflows.
C 65 5⁄4 ◉ ⏳ 72 26 N/A 55 92 78
10641
bleugreen
KiCad MCP Server ⚡ Claim
Enables analysis of KiCad electronic schematics through natural language querie…
C 65 5⁄4 ◉ ⏳ 78 28 N/A 26 95 91
10642
chrishart0
searchconsole-mcp ⚡ Claim
Provides read-only access to Google Search Console data, allowing AI assistants…
C 65 5⁄5 ◉ ⏳ 64 32 — 48 83 97
10643
DefiBax
Enables recording audio from a microphone and transcribing it using OpenAI's Wh…
C 65 5⁄4 ◉ ⏳ 54 40 N/A 40 92 100
10644
9nate-drake
mcp-yfinance ⚡ Claim 2
MCP Server for fething yfinance financial data into Claude Desktop
C 65 5⁄4 ◉ ⏳ 75 50 N/A 11 91 83
10645
r3-yamauchi
blastengine-mailer ⚡ Claim
A TypeScript-based MCP server that implements an email sending system, allowing…
C 65 5⁄4 ◉ ⏳ 72 25 N/A 37 95 94
10646
kukapay
Providing cryptocurrency project data from Mobula.io to AI agents.
C 65 5⁄5 ◉ ⏳ 72 30 — 39 82 98
10647
benbonn
An MCP server that allows Copilot Studio and GitHub Copilot to generate differe…
C 65 5⁄5 ◉ ⏳ 41 67 — 55 80 87
10648
nghiahsgs
An MCP server that enables AI agents to control a real Google Chrome instance u…
C 65 5⁄4 ◉ ⏳ 39 62 N/A 37 87 99
10649
francisco-perez-sorrosal
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
C 65 5⁄5 ◉ ⏳ 72 32 — 47 80 90
10650
AkekaratP
Enables searching for flights (one-way, round-trip, multi-city) and hotels usin…
C 65 5⁄5 ◉ ⏳ 88 82 — 23 81 30
Showing 10601–10650 of 69093 servers
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