MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29844
Scored
2112
Verified
16953
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15801
longevity-genie
opengenes-mcp Claim 1 2
MCP server for a queryable database for aging and longevity research from the O…
F 30 55 53 36 51 80 99
15802
delt4d
Enables AI models to search and read technical discussions, customizations, and…
F 30 54 60 38 N/A 30 84 90
15803
Datajang
mcp-narajangteo Claim 1
내 상황에 맞는 사업을 키워드 기반으로 알려주고 분석함
F 30 54 60 66 N/A 50 92 88
15804
fayazara
docs-to-mcp Claim 1
A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances in…
F 30 55 60 61 30 80 94
15805
runbook-ai
Runbook AI MCP Server Claim 1 3
MCP server that provides browser automation capabilities through a Chrome exten…
F 30 54 71 52 N/A 51 90 90
15806
pyroprompts
any-chat-completions-mcp Claim 1 2
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
F 30 54 86 66 N/A 65 87 70
15807
anneschuth
Pinchwork MCP Server Claim 1 3
MCP server for Pinchwork - an agent-to-agent task marketplace with credits-base…
F 30 66 47 46 0 74 80 95
15808
SageMindAI
threadline-mcp Claim 1 2
Agent-to-agent messaging relay. Discover agents, send messages, and receive rep…
F 30 54 72 41 N/A 89 90 54
15809
kailashAppDev
GraphQL MCP Toolkit Claim 1 2
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
F 30 55 45 61 31 80 90
15810
wowok-ai
WoWok MCP Server Claim 1
An AI-driven web3 collaboration protocol that enables users to create, collabor…
F 30 54 78 57 N/A 50 90 77
15811
rawr-ai
Filesystem MCP Server Claim 1
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
F 30 55 84 65 33 81 95
15812
yedanyagamiai-cmd
9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API k…
F 30 66 96 73 98 66 78 98
15813
aprem01
Enables AI clients to query Dakota Marketplace data by integrating directly wit…
F 30 54 78 66 N/A 35 88 100
15814
n-r-w
Provides LLMs with persistent memory across conversations using a knowledge gra…
F 30 55 94 74 57 80 83
15815
naeem-gitonga
Provides tools to summarize README files from local paths or public Git reposit…
F 30 55 78 52 35 80 98
15816
alayonyo
Enables AI assistants to read, search, and analyze local file systems with tool…
F 30 54 80 70 N/A 35 87 100
15817
sanxfxteam
A Model Context Protocol server that provides image generation capabilities usi…
F 30 55 69 55 44 76 93
15818
greghughespdx
Enables interaction with Brain service for thought management, including saving…
F 30 55 54 41 25 76 94
15819
howardpen9
kimi-code-mcp Claim 1 2
Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase …
F 30 54 57 62 N/A 69 90 93
15820
reading-plus-ai
Enables autonomous data exploration on .csv-based datasets, providing intellige…
F 30 55 66 58 47 74 85
15821
malyalavenu
A TypeScript implementation of the Model Context Protocol server that enables s…
F 30 55 86 62 28 78 98
15822
figstra
RecodeQR Claim 1
Generate and scan QR codes easily
F 30 54 62 30 N/A 42 90 100
15823
sreeramkongeseri
TablaFocusMCP Claim 1 3
Unifies glossary lookup, composition design and validation, certification prepa…
F 30 55 63 82 96 90 35
15824
HireTechUpUp
MCP Server for NovaCV Claim 1 2
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
F 30 55 33 71 25 78 91
15825
crawlab-team
Crawlab MCP Server Claim 1 2
A Model Context Protocol server that allows AI applications to interact with Cr…
F 30 55 69 43 20 78 97
15826
gilby125
OpenCode MCP Tool Claim 1 2
Enables AI assistants to interact with multiple AI models through the OpenCode …
F 30 55 84 62 53 80 93
15827
chantasticstream
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
F 30 55 60 68 30 78 96
15828
dojoengine
Sensei MCP Claim 1 3
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
F 30 55 57 33 51 80 54
15829
membranehq
mcp-server Claim 1
MCP Server for Membrane
F 30 55 80 42 N/A 60 80 67
15830
dappierai
dappier Claim 1
Enable fast, free real-time web search and access premium data from trusted med…
F 30 55 76 66 46 83 90
15831
tradesdontlie
Task Manager MCP Server Claim 1 2
A Model Context Protocol server providing comprehensive task management capabil…
F 30 55 55 27 46 80 99
15832
raccoonaihq
Raccoon AI MCP Server Claim 1 3
A Model Context Protocol server that enables web browsing, data extraction, and…
F 30 55 45 57 20 76 90
15833
timeplus-io
mcp-timeplus Claim 1 2
Integration with Timeplus, a database for streaming data, such as Apache Kafka/…
F 30 55 82 43 63 77 88
15834
ezh0v
A lightweight Model Context Protocol (MCP) server that enables AI assistants li…
F 30 54 76 62 N/A 76 92 100
15835
mtct
MCP Journaling Server Claim 1
The MCP server transforms chats with Claude into journaling sessions, saving co…
F 30 54 56 30 N/A 41 88 94
15836
aaronsb
A personality-based MCP server that enables AI assistants to manage WordPress c…
F 30 55 100 51 31 77 86
15837
karthikingithub
Enables interaction with the Pagila sample PostgreSQL database through natural …
F 30 55 68 32 28 76 100
15838
juspay
FDEP MCP Server Claim 1 2
Provides static code analysis for enterprise-scale Haskell codebases with 40+ c…
F 30 55 96 55 21 77 88
15839
Victorzwx
Zhihu MCP Server Claim 1 2
A Model Context Protocol server that enables users to automatically generate ar…
F 30 54 45 31 N/A 30 87 76
15840
polarnego
An MCP server that converts Markdown files containing Mermaid diagrams into PDF…
F 30 54 41 57 N/A 28 91 58
15841
capyBearista
gemini-researcher Claim 1
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
F 30 54 88 77 N/A 84 90 91
15842
doppelgangersai
Context API MCP Server Claim 1 2
Accesses the doppelgangers.ai Social Media Context API to provide contextualize…
F 30 55 78 67 27 76 93
15843
DXCHowardB
ABAP MCP Server Claim 1 2
Provides unified ABAP and RAP documentation search, document retrieval, and ABA…
F 30 66 84 96 86 58 78 93
15844
AgentDeskAI
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
F 30 54 76 33 N/A 60 88 96
15845
JamesANZ
Exposes a large catalog of coding assistant prompts as MCP tools with model-awa…
F 30 54 78 61 N/A 51 89 90
15846
PewterZz
Pete Thinking Server Claim 1
Enable AI agents to perform sequential thinking processes with dynamic thought …
F 30 54 90 60 N/A 26 89 68
15847
Ejb503
systemprompt-mcp-notion Claim 1 3
This an Model Context Protocol (MCP) server that integrates Notion into your AI…
F 30 54 94 70 N/A 34 89 99
15848
JaanLavaerts
MCP Playground Claim 1
A demonstration MCP server that provides access to a SQLite employee database w…
F 30 54 54 17 N/A 27 88 92
15849
mkmeral
Runs isolated AI agents in Docker containers with persistent workspaces and con…
F 30 55 70 57 64 77 98
15850
siscale
Arcanna MCP Server Claim 1
Enables interaction with Arcanna's AI-powered security use cases, allowing user…
F 30 55 78 67 35 74 90
Showing 15801–15850 of 57597 servers
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