MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29602
Scored
2112
Verified
16952
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8051
klimadev
Analyzes codebases and extracts all symbols (functions, classes, methods, inter…
C 69 54 72 53 N/A 24 92 93
8052
cloudflare
Workers MCP Claim
A package that connects Claude Desktop and other MCP clients to Cloudflare Work…
C 69 55 86 32 57 81 87
8053
Aki894
mcp-ClinicalTrial Claim 1
An MCP server that interacts with the ClinicalTrials.gov API v2 to perform drug…
C 69 55 63 63 37 83 92
8054
almide
Almide MCP Server Claim
Enables AI agents to compile, execute, and check Almide code for syntax or comp…
C 69 54 62 61 N/A 35 87 93
8055
jacobboykin
A minimal, production-ready TypeScript starter template for building Model Cont…
C 69 55 68 100 43 81 40
8056
DyxBenjamin
MCP Starter Claim
An agent-ready TypeScript template for building Model Context Protocol (MCP) se…
C 69 54 62 67 N/A 55 92 64
8057
Augmented-Nature
GTEx MCP Server Claim
Enables AI assistants to query and analyze genomics data from the GTEx Portal t…
C 69 55 84 91 31 81 37
8058
mhe8mah
WebP Batch Converter Claim 1
An MCP server that enables batch conversion of images to WebP format with confi…
C 69 55 69 57 39 81 92
8059
garimiddisuman
Connects Jira projects to AI assistants, enabling natural language queries to v…
C 69 55 78 55 24 80 95
8060
NandiniLReddy
A Model Context Protocol server that enables AI assistants to manage Gmail thro…
C 69 55 51 68 43 81 99
8061
RED-BASE
CDP MCP Claim 1
A Chrome DevTools Protocol MCP server that enables direct browser automation wi…
C 69 54 78 53 N/A 30 87 89
8062
lieyanqzu
ygocdb-mcp Claim
ygocdb-mcp
C 69 55 80 83 56 81 37
8063
wubbyweb
MCP Demo Project Claim
A demonstration server implementing the Model Context Protocol (MCP) with both …
C 69 55 72 58 23 81 100
8064
NerveNetwork
nerve-rpc Claim 1
MCP server for Nerve blockchain JSON-RPC & REST API for AI Agents
C 69 54 65 58 N/A 21 95 98
8065
firejeff01
Provides a unified, read-only interface for executing SQL queries across multip…
C 69 54 54 62 N/A 35 92 99
8066
masseater
MCP Template Claim
A generic template for developing MCP servers with basic examples including ech…
C 69 54 60 60 N/A 40 95 84
8067
coskun45
Enables searching and retrieving arXiv papers by topic, fetching abstracts by p…
C 69 54 84 41 N/A 21 95 93
8068
kevinwatt
Shell-MCP Claim 4
A secure MCP server for executing whitelisted shell commands with resource and …
C 69 55 78 75 N/A 49 91 43
8069
DanielFluxman
Alexandria2 Claim
An autonomous academic research and publishing platform that enables AI agents …
C 69 55 76 82 45 81 52
8070
brunobenavent
Vercel MCP Adapter Claim
Enables real-time communication between applications and AI models using the Mo…
C 69 55 60 68 33 81 100
8071
TeodorTrotea
Enables AI assistants to manage development workflows by running build commands…
C 69 55 72 100 23 81 51
8072
joehuangcoding
MCP Tools Claim
A local Model Context Protocol (MCP) server that exposes custom tools to Claude…
C 69 54 80 25 N/A 53 88 99
8073
156554395
Enables interaction with Tencent Cloud Object Storage (COS) through MCP protoco…
C 69 55 72 53 52 81 85
8074
arjunkmrm
Basic MCP Server Claim
A minimal Model Context Protocol server template demonstrating tools, resources…
C 69 55 66 62 30 81 100
8075
sfyyy
Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users t…
C 69 55 72 55 41 81 92
8076
dmitry-melnishin
Provides weather forecasts and alerts for US locations using the National Weath…
C 69 55 60 72 29 82 97
8077
Xiawpohr
MetaMask MCP Claim 1
A Model Context Protocol server that allows LLMs to interact with blockchain th…
C 69 54 51 60 N/A 44 95 97
8078
Kyoungwoong
Discover top contributors by file, branch, or PR area to route reviews and clar…
C 69 54 70 35 N/A 53 95 94
8079
natomalabs
DBX Admin MCP Claim 1
A Model Context Protocol server generated via the Postman MCP Generator that pr…
C 69 55 63 68 40 80 91
8080
RFingAdam
Provides instant access to EMC emission limits, frequency allocations, restrict…
C 69 55 90 47 26 81 89
8081
AITech-Team
RAGFlow MCP Server Claim
Enables interaction with the RAGFlow API to manage knowledge base datasets and …
C 69 55 78 63 26 80 88
8082
jwaldor
Puppeteer MCP Server Claim 1
Enables LLMs to perform web browsing tasks, take screenshots, and execute JavaS…
C 69 54 72 50 N/A 20 95 98
8083
ascentkorea
Hubble MCP Server Claim
A Python-based Model Context Protocol server that integrates with Claude Deskto…
C 69 54 54 72 N/A 44 92 82
8084
twardoch
Captures comprehensive webpage screenshots with intelligent scrolling, text ext…
C 69 54 54 60 N/A 50 95 88
8085
rafaljanicki
Enables language models to query Goatcounter web analytics data, including page…
C 69 55 54 71 45 82 92
8086
byPawel
tachibot-mcp Claim 2
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimiz…
C 69 54 96 31 N/A 70 64 84
8087
adelpro
Quran Search Engine MCP for AI tools. Provides Quran search, Arabic normalizati…
C 69 55 66 82 N/A 57 95 39
8088
CalvinMagezi
MTS MCP Server Claim 1
A comprehensive suite of Model Context Protocol servers designed to extend AI a…
C 69 55 84 58 24 74 95
8089
nishimoto265
Enables AI agents to orchestrate a team of sub-agents through tmux sessions for…
C 69 55 60 100 N/A 49 95 33
8090
GuilhermeAumo
MCP Nano Banana Claim
Enables image generation using the Google Gemini API through a simple text prom…
C 69 55 78 47 33 81 100
8091
tolutronics
Stem MCP Server Claim
Enables AI-powered audio processing including stem separation, vocal extraction…
C 69 54 84 43 N/A 22 95 91
8092
sebastianPhoenix
Odoo MCP Server Claim
Enables AI assistants to interact with Odoo ERP systems through XML-RPC communi…
C 69 55 66 68 45 81 80
8093
coyaSONG
YouTube MCP Server Claim
A server that enables interaction with YouTube data through the Model Context P…
C 69 55 72 65 34 80 88
8094
FromSmall2Big
Enables AI assistants to interact with Apollo.io API for sales and marketing ac…
C 69 55 66 66 40 81 84
8095
Traves-Theberge
Provides comprehensive word definitions, pronunciations, meanings, and examples…
C 69 55 90 75 41 81 41
8096
shtansky-bikeleasing
Weather MCP Server Claim
Enables users to fetch current weather conditions for any city worldwide and di…
C 69 55 78 62 28 69 100
8097
jacebenson
A Model Context Protocol server that integrates with ServiceNow instances, allo…
C 69 54 51 57 N/A 40 95 100
8098
himly0302
Web Analysis MCP Claim 1
Enables intelligent web searching using SearXNG with content crawling via Creep…
C 69 55 72 71 37 76 80
8099
CarmeloRicarte
GitLab MCP Server Claim
Enables AI assistants to interact with GitLab for managing projects, branches, …
C 69 55 78 47 30 81 100
8100
AndresGarciaSobrado91
A server that provides tools to interact with Databricks for cluster, job, note…
C 69 54 74 38 N/A 34 95 100
Showing 8051–8100 of 47628 servers
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