MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4201
jacobe603
quoteBuilderMCP Claim
Enables the generation of branded SVL equipment quote documents in .docx format…
B 75 55 72 82 N/A 27 95 88
4202
securecoders
opengraph-io-mcp Claim 2
OpenGraph.io API integration for extracting OG metadata, taking screenshots, sc…
B 75 55 77 82 67 95 45
4203
RadiumGu
GCP MCP Claim
Enables AI assistants to interact with Google Cloud Platform resources through …
B 75 55 78 71 41 81 94
4204
kylestratis
Enables creating and managing Spotify playlists using natural language with adv…
B 75 55 86 71 41 81 86
4205
ivanbaha
Enables AI agents to fetch, search, and retrieve markdown content from remote G…
B 75 55 78 72 41 81 95
4206
iamjpsharma
MCP Memory Server Claim 1
A persistent local vector memory server that allows users to store and search p…
B 75 54 84 51 N/A 51 90 96
4207
Ansvar-Systems
botswana-law-mcp Claim 1
Botswana legislation via MCP -- full-text search across statutes and provisions
B 75 54 69 73 N/A 34 95 93
4208
BurtTheCoder
mcp-maigret Claim 2
MCP server for maigret, a powerful OSINT tool that collects user account inform…
B 75 55 75 65 61 82 92
4209
zaeyasa
Access 30+ bioinformatics tools from 14 databases.
B 75 55 92 91 N/A 48 90 39
4210
fshamim
mcp-server-zep-cloud Claim 1
mcp-server-zep-cloud
B 75 55 94 91 45 81 46
4211
tomohirof
Verge MCP Server Claim 1
Enables AI assistants to manage VergeCMS blogs through natural language, provid…
B 75 55 88 75 32 80 85
4212
klara-research
MCP Log Reader Claim 1
A specialized MCP server that helps analyze and debug Model Context Protocol lo…
B 75 54 84 60 N/A 44 90 91
4213
bsmi021
Enables web content scanning and analysis by fetching, analyzing, and extractin…
B 75 55 72 68 49 82 100
4214
RegiByte
Todo List MCP Server Claim 1
A Model Context Protocol (MCP) server that provides tools for managing todo ite…
B 75 55 76 65 48 83 98
4215
BACH-AI-Tools
PDF Reader MCP Claim
A high-performance Model Context Protocol server that enables AI agents to extr…
B 75 55 68 66 71 83 91
4216
Sivan22
Provides access to Jewish texts from the Sefaria library. This server enables L…
B 75 55 96 56 42 81 92
4217
priyankark
lighthouse-mcp Claim 2
MCP server for Google Lighthouse performance metrics
B 75 55 75 100 N/A 60 90 39
4218
MadeByTokens
Browser MCP Server Claim
A universal browser automation server featuring 63 tools for programmatic Chrom…
B 75 54 86 58 N/A 48 84 94
4219
chenxiaofie
memory-mcp Claim 2
情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力
B 75 54 90 33 N/A 75 90 87
4220
visus-mcp
visus-mcp Claim
Security-first web access for Claude. Sanitizes pages, blocks injection, redact…
B 75 44 71 N/A N/A 28 95 96
4221
konarkm
X Search MCP Claim
Enables searching X (formerly Twitter) using xAI's Responses API with support f…
B 75 55 72 75 50 81 94
4222
dbsectrainer
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
B 75 44 63 N/A N/A 62 83 92
4223
Touchpoint-Labs
Touchpoint Claim
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
B 75 44 57 N/A N/A 49 95 98
4224
kazuph
Model Context Protocol server for fetching web content and processing images. T…
B 75 55 66 82 N/A 72 95 60
4225
dot-Justin
poke-image-mcp Claim
Browse, inspect, convert, and resize images from a local library. Generate thum…
B 75 54 66 63 N/A 50 92 100
4226
pickstar-2002
Enables automated grading of student homework images using Qwen3-VL multimodal …
B 75 55 80 72 47 81 88
4227
iceener
Resend MCP Server Claim
Enables AI agents to manage email newsletters and contacts via Resend, includin…
B 75 55 90 68 29 82 91
4228
ExpertVagabond
volcengine Claim 1
ByteDance Volcano Engine (Doubao) MCP server
B 75 54 90 41 N/A 50 90 99
4229
mochow13
Enable seamless integration of Ticketmaster data and services into your applica…
B 75 54 96 68 N/A 12 87 91
4230
laxmimerit
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGr…
B 75 54 78 66 N/A 33 90 96 HT
4231
strowk
mcp-k8s-go Claim
Kubernetes cluster operations through MCP
B 75 55 66 56 89 80 92
4232
dagba
An MCP server that provides comprehensive tools for managing iOS simulators, in…
B 75 54 69 62 N/A 50 92 99
4233
Gorav22
TerminusAI Claim
Execute terminal commands locally or remotely via SSH with session persistence …
B 75 54 94 53 N/A 48 84 90
4234
bitrefill
bitrefill Claim 1
A Model Context Protocol Server connector for Bitrefill public API, to enable A…
B 75 55 67 72 52 83 97
4235
RBKunnela
PayBot MCP Server Claim
Connects AI agents to the PayBot payment infrastructure, enabling automated USD…
B 75 55 76 68 56 80 92
4236
brunoprela
QuestDB MCP Server Claim
Enables AI assistants to interact with QuestDB time-series databases through to…
B 75 55 78 100 43 81 59
4237
FantomaSkaRus1
telegram-bot-mcp Claim
Full-featured Telegram Bot API MCP server with 174 tools covering the entire Bo…
B 75 55 84 82 49 81 71
4238
sage-hq
AgentCortex MCP Claim
An AI memory system that creates isolated, persistent memory banks for each cod…
B 75 55 66 72 62 81 92
4239
youssef7788
Enables interaction with Azure AI Foundry services through a unified interface …
B 75 55 90 82 55 81 58
4240
pieperz
Shopify MCP Server Claim 1
Enables interaction with Shopify store data through the GraphQL Admin API, supp…
B 75 55 72 75 53 80 90
4241
keli-wen
mcp_chatbot Claim
A chatbot implementation compatible with MCP (terminal / streamlit supported)
B 75 54 90 43 N/A 53 87 97
4242
cslv1
Enables AI agents to traverse SysML v2 model graphs, query requirements, and pe…
B 75 54 86 58 N/A 35 88 98
4243
ryddle
Provides the current date and time in the user's timezone through a simple tool…
B 75 54 86 57 N/A 27 94 99
4244
stagsz
This is a MCP server that implements an unreasonable thinking system. It helps …
B 75 54 90 47 N/A 46 95 89
4245
pskill9
This MCP server provides a tool to download entire websites using wget. It pres…
B 75 55 86 100 N/A 24 95 46
4246
Skatterbrainz
MunicipalMCP Claim
Provides programmatic access to municipal codes, ordinances, and zoning regulat…
B 75 55 86 53 49 81 99
4247
dbarks
GAM MCP Server Claim 1
Enables Google Workspace administration through the GAM CLI, allowing Claude to…
B 75 54 78 72 N/A 25 90 97
4248
jar285
MCP-Discord Claim
A Discord MCP server that enables AI assistants to interact with Discord platfo…
B 75 55 78 71 45 81 91
4249
shayonpal
mcp-for-docs Claim 1
Automatically crawls documentation websites, converts them to organized markdow…
B 75 55 78 100 N/A 58 90 35
4250
beaglesecurity
Enables integration with Beagle Security API for managing security testing proj…
B 75 55 84 56 44 85 99
Showing 4201–4250 of 59221 servers
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