MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1901
smat-dev
Jinni is a tool to efficiently provide Large Language Models the context of you…
B 79 55 90 65 58 81 93
1902
domdomegg
Defuddle Fetch Claim
Fetch content from the web, cleaned up nicely for LLMs (using Defuddle).
B 79 54 78 63 N/A 69 95 92
1903
nickytonline
Enables car customization and racing through natural language by building dream…
B 79 55 80 75 56 81 100
1904
n24q02m
mnemo-mcp Claim
Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen…
B 79 54 76 68 N/A 83 83 90
1905
ham0215
A configurable proxy that filters GitHub MCP server tools via YAML whitelist, r…
B 79 55 92 68 50 80 99
1906
leonardsellem
n8n MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with n8n…
B 79 55 81 71 58 82 99
1907
kelvin6365
plane-mcp-server Claim
🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane…
B 79 54 84 67 N/A 50 90 97
1908 B 79 54 78 70 N/A 49 90 100
1909
yohasacura
Draw.io MCP Server Claim 2
Enables AI assistants to create and edit draw.io diagrams programmatically, sup…
B 79 55 63 82 N/A 74 95 81
1910
kingdomseed
Enforces disciplined programming practices by requiring AI assistants to audit …
B 79 54 96 52 N/A 54 90 94
1911
kannanprabu
MCPPentestBOT Claim
Enables AI assistants to perform authorized security testing and penetration te…
B 79 54 96 56 N/A 37 95 100
1912
pyscout
WebScout MCP Claim 1
Enables reverse engineering of web applications and chat interfaces through bro…
B 79 55 72 100 N/A 26 95 85
1913
vladkarpman
screen-buffer-mcp Claim 1
An MCP server that enables high-speed Android screenshot capture with ~50ms lat…
B 79 54 75 58 N/A 78 91 99
1914
ThrownLemon
Medical MCP Server Claim
Provides comprehensive medical information by querying authoritative sources in…
B 79 55 94 72 46 80 90
1915
spyrae
claude-concilium Claim
Multi-agent AI consultation framework for Claude Code. Three MCP servers wrappi…
B 79 54 72 77 N/A 57 95 91
1916
globodai-group
Enables AI assistants to manage Google Cloud DNS zones and records, supporting …
B 79 55 90 68 48 81 100
1917
joshmsimpson
exiftool Claim 1
Read, write, and remove metadata from 150+ file formats using ExifTool
B 79 55 90 91 N/A 42 95 60
1918
yjqian19
arxiv-mcp-server Claim
B 79 54 100 57 N/A 42 90 93
1919
operantlabs
operant-mcp Claim
Security testing MCP server with 51 tools for penetration testing, network fore…
B 79 44 72 55 95 90
1920
Piotr1215
Provides secure, direct file system access to Obsidian vault files, enabling se…
B 79 54 96 63 N/A 34 95 94
1921
finmap-org
mcp-server Claim
[finmap.org](https://finmap.org/) MCP server provides comprehensive historical …
B 79 66 100 86 36 70 84 98
1922
SalesforceDiariesBySanket
A local-first MCP server that enables intent-based searching across over 350 of…
B 79 54 94 66 N/A 37 92 92
1923
edkdev
defi-trading-mcp Claim 1
DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto tra…
B 79 55 90 100 N/A 38 95 52
1924
googleanalytics
Official Google Analytics MCP Server
B 79 55 84 60 72 81 99
1925
aplaceforallmystuff
mcp-pickaxe Claim 1
MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and anal…
B 79 54 79 66 N/A 74 83 94
1926
yun8711
Element-UI MCP Server Claim 1
Provides comprehensive Element-UI v2.15.14 component documentation including pr…
B 79 55 90 100 44 81 65
1927
Braffolk
Provides summarised output from various actions that could otherwise eat up tok…
B 79 54 90 71 N/A 51 84 92
1928
aliyun
MCP server for RDS Services via OPENAPI.
B 79 55 65 82 N/A 67 90 90
1929
ycs77
apifable Claim
MCP server that helps AI agents explore OpenAPI specs, search endpoints, and ge…
B 79 54 75 71 N/A 52 95 98
1930
bpamiri
Enables AI assistants to query and interact with CockroachDB clusters through n…
B 79 55 82 82 45 77 99
1931
JamsusMaximus
trainingpeaks-mcp Claim 1
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
B 79 54 100 46 N/A 51 90 98
1932
nirholas
Analyze repos of any size - security scanning code analysis monorepo support
B 79 54 94 60 N/A 63 87 88
1933
skydeckai
Enables accessing and managing personal/team internal knowledge repository with…
B 79 54 92 67 N/A 36 92 95
1934
zaeyasa
q1-crafter-mcp Claim 1
<p align="center"> <img src="https://img.shields.io/badge/MCP-Server-blueviol…
B 79 54 90 65 N/A 49 94 90
1935
openSVM
zig-mcp-server Claim
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
B 79 54 100 40 N/A 69 95 89
1936
tandemai-inc
rdkit-mcp-server Claim
MCP server that enables language models to interact with RDKit through natural …
B 79 54 90 58 N/A 58 94 91
1937
pavelpiha
specrun Claim
MCP server that turns OpenAPI specs into tools and calls API
B 79 55 90 82 69 95 48
1938
cablate
Enables comprehensive calendar management with capabilities to create, list, up…
B 78 55 92 63 51 80 98
1939
rsmdt
multimodal Claim 2
Multi-provider media generation — images, video, audio, and transcription via a…
B 78 55 82 100 N/A 76 58 73
1940
itsOmSarraf
Provides real-time access to Pyth Network's decentralized oracle price feeds ac…
B 78 55 100 62 40 81 93
1941
invidtiv
MCP Scrcpy Vision Claim 1
Provides AI agents with real-time vision and control over Android devices throu…
B 78 55 72 82 N/A 46 95 88
1942
saikiyusuke
alog-mcp Claim 1
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create …
B 78 55 94 66 45 82 93
1943
jsebgiraldo
Enables AI agents to manage OpenWRT routers remotely via SSH, supporting system…
B 78 55 84 71 49 80 98
1944
Red5d
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
B 78 55 76 82 43 81 98
1945
varunneal
Spotify MCP Server Claim
A server that connects Claude with Spotify, allowing users to control playback,…
B 78 54 78 67 N/A 55 92 96
1946
pchalupa
SVGR MCP Server Claim 1
Converts SVG content into React components with configurable options including …
B 78 55 78 100 N/A 57 95 48
1947
YimingYAN
fivetran-mcp Claim 1
MCP server for Fivetran API - manage syncs, check status, and control data pipe…
B 78 55 67 82 N/A 63 77 100
1948
Nabeelshar
FastAPI MCP Server Claim 2
A Model Context Protocol server that provides tools for introspecting and analy…
B 78 54 81 70 N/A 45 90 99
1949
Aegis-AI-Cooperative
toolselect Claim 2
An MCP server that recommends which tools to use for a given task. It learns fr…
B 78 44 71 N/A N/A 42 95 96
1950
jeremylongshore
Waygate MCP Claim
A security-hardened, containerized MCP server framework that provides superior …
B 78 55 90 66 55 81 92
Showing 1901–1950 of 67181 servers
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