MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4201
airy10
GEDCOM MCP Server ⚡ Claim
Enables AI agents to create, edit, and query genealogical data from GEDCOM file…
B 75 5⁄5 ◉ ⏳ 84 56 — 59 81 91
4202
kylekanouse
A comprehensive TypeScript boilerplate MCP server featuring domain-driven desig…
B 75 5⁄4 ◉ ⏳ 72 61 N/A 41 95 100
4203
iptracej-education
A starter template for creating Model Context Protocol servers that integrate w…
B 75 5⁄5 ◉ ⏳ 90 56 — 44 81 94
4204
lowkeyrd
Enable seamless file operations, repository management, and advanced search fun…
B 75 5⁄5 ◉ ⏳ 80 66 N/A 52 81 92
4205
Touchpoint-Labs
Touchpoint ⚡ Claim
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
B 75 4⁄4 ◉ ⏳ 57 N/A N/A 49 95 98
4206
hyypeman
chilipiper-mcp ⚡ Claim
Enables lead routing, booking link generation, and scheduling management throug…
B 75 5⁄5 ◉ ⏳ 76 67 — 53 81 93
4207
munch-group
STRING MCP Server ⚡ Claim
Provides access to the STRING protein-protein interaction database for mapping …
B 75 5⁄5 ◉ ⏳ 90 58 — 44 82 91
4208
EmreKb
Enables AI assistants to perform real-time domain name availability checks and …
B 75 5⁄5 ◉ ⏳ 96 65 — 21 81 94
4209
EnventDigital
Enables Adobe Express add-on developers to scaffold projects, access code examp…
B 75 5⁄5 ◉ ⏳ 90 61 — 35 81 99
4210
NdyGen
Enables AI agents to interact with Homey home automation systems for managing f…
B 75 5⁄5 ◉ ⏳ 90 63 — 39 80 95
4211
Positronic-AI
MCP Dynamic Tools ⚡ Claim
A dynamic MCP server that automatically discovers Python files in a directory a…
B 75 5⁄4 ◉ ⏳ 84 58 N/A 37 95 90
4212
yigitkonur
example-mcp-server-streamable-http
B 75 5⁄5 ◉ ⏳ 78 71 — 38 81 97
4213
bmorphism
Enables analysis of claims, validation of sources, and detection of manipulatio…
B 75 5⁄4 ◉ ⏳ 90 46 N/A 48 95 89
4214
walidboulanouar
n8n-mcp ⚡ Claim
B 75 5⁄5 ◉ ⏳ 96 43 N/A 68 76 92
4215
nanameru
Next.js Docs MCP ⚡ Claim
Provides AI agents with access to a comprehensive database of 200+ Next.js docu…
B 75 5⁄5 ◉ ⏳ 78 83 — 26 81 95
4216
keithah
Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 speci…
B 75 5⁄5 ◉ ⏳ 90 100 N/A 29 95 39
4217
ananddharne
Enables AI assistants to search and analyze Chrome browser history and bookmark…
B 75 5⁄4 ◉ ⏳ 92 60 N/A 21 95 91
4218
lucas-1000
Enables AI assistants to query glucose data from health storage APIs, providing…
B 75 5⁄5 ◉ ⏳ 100 66 — 22 81 90
4219
scorzeth
Anki MCP Server Claim 1
A server implementation that connects to a locally running Anki, enabling card …
B 75 5⁄5 ◉ ⏳ 80 82 N/A 42 95 65
4220
privetin
Enables interaction with the Hugging Face Dataset Viewer API, allowing users to…
B 75 5⁄5 ◉ ⏳ 86 68 — 41 81 90
4221
sadjad-chrono
MCP Learning ⚡ Claim
A learning-focused MCP server that demonstrates how to build arithmetic tools f…
B 75 5⁄4 ◉ ⏳ 74 58 N/A 44 95 100
4222
aliyun
Enables AI assistants to manage Supabase projects deployed on Alibaba Cloud thr…
B 75 5⁄5 ◉ ⏳ 84 67 — 53 81 84
4223
1282saa
bk_mcp Claim 1
B 75 5⁄4 ◉ ⏳ 78 67 N/A 39 92 90
4224
HayoDev
Safari DevTools MCP ⚡ Claim 2
MCP server for Safari DevTools — browser debugging and automation for AI coding…
B 75 4⁄4 ◉ ⏳ 57 N/A N/A 79 95 75
4225
samber
Enables execution of Go code in the Go Playground sandbox and generation of sha…
B 75 5⁄5 ◉ ⏳ 94 75 — 70 81 48
4226
aali-1
Twitter MCP Server ⚡ Claim
Model Context Protocol server that enables programmatic interaction with Twitte…
B 75 5⁄5 ◉ ⏳ 94 52 — 41 81 100
4227
kuroko1t
webclaw ⚡ Claim
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
B 75 5⁄4 ◉ ⏳ 90 25 N/A 78 95 89
4228
scanady
Provides AI assistants with structured access to an organization's engineering …
B 75 5⁄4 ◉ ⏳ 88 61 N/A 27 95 89
4229
jackfioru92
MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV
B 75 5⁄5 ◉ ⏳ 61 82 N/A 57 83 93
4230
wbopan
Things MCP Server ⚡ Claim 2
An MCP server that allows AI assistants like Claude Code, Claude Desktop, and C…
B 75 5⁄5 ◉ ⏳ 57 100 N/A 72 95 50
4231
HexSleeves
Provides seamless integration with Tailscale's CLI commands and REST API, enabl…
B 75 5⁄5 ◉ ⏳ 75 68 — 59 81 89
4232
Augmented-Nature
A comprehensive Model Context Protocol server for accessing Gene Ontology (GO) …
B 75 5⁄5 ◉ ⏳ 94 61 — 32 83 94
4233
davidorex
Facilitates AI session handoffs and next steps tracking through project-based o…
B 75 5⁄5 ◉ ⏳ 90 100 N/A 22 95 46
4234
formulahendry
code-runner Claim
Code Runner MCP Server which can run code in various programming languages.
B 75 5⁄5 ◉ ⏳ 68 100 N/A 55 95 47
4235
rayss868
A powerful tool for fetching and extracting text content from web pages and API…
B 75 5⁄5 ◉ ⏳ 88 82 — 53 81 60
4236
JTruax
An MCP server providing WordPress development tools, code generation, and frame…
B 75 5⁄5 ◉ ⏳ 85 91 N/A 47 94 42
4237
KrishnaRandad2023
reddit-mcp ⚡ Claim
This server provides AI agents with tools to fetch, post and search on Reddit.
B 75 5⁄5 ◉ ⏳ 78 68 — 39 83 99
4238
oijusti
k8s-port-forward-mcp ⚡ Claim 1
Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with ter…
B 75 5⁄4 ◉ ⏳ 78 56 N/A 50 90 96
4239
ImRieul
MySQL MCP Server ⚡ Claim
A lightweight MySQL MCP server that enables LLMs to interact with databases thr…
B 75 5⁄5 ◉ ⏳ 66 60 — 74 82 100
4240
Gorav22
TerminusAI Claim
Execute terminal commands locally or remotely via SSH with session persistence …
B 75 5⁄4 ◉ ⏳ 94 53 N/A 48 84 90
4241
yihaoWang
Notion MCP Server ⚡ Claim
Enables AI assistants to interact with Notion workspaces through the Notion API…
B 75 5⁄5 ◉ ⏳ 86 63 — 39 81 98
4242
qingmu0v0
mysql_mcp ⚡ Claim
B 75 5⁄4 ◉ ⏳ 90 68 N/A 29 87 88
4243
AImaginationLab
Marvel Rivals MCP ⚡ Claim
Provides access to Marvel Rivals game data including hero information, abilitie…
B 75 5⁄5 ◉ ⏳ 94 55 — 29 83 100
4244
ssdeanx
An MCP tool enabling structured thinking and analysis across multiple AI platfo…
B 75 5⁄5 ◉ ⏳ 90 56 — 60 80 84
4245
KaranThink41
Integrate and automate Keka HR platform features such as employee management, a…
B 75 5⁄4 ◉ ⏳ 78 65 N/A 25 95 99
4246
negokaz
Excel MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to read from and wri…
B 75 5⁄5 ◉ ⏳ 57 75 — 72 80 97
4247
alexwohletz
TypeScript-based MCP server designed to enhance code editing experiences by pro…
B 75 5⁄4 ◉ ⏳ 78 58 N/A 46 95 93
4248
donghae0414
Codex Gemini MCP ⚡ Claim 2
A TypeScript-based MCP server that provides tools to interact with local Codex …
B 75 5⁄5 ◉ ⏳ 66 100 N/A 64 95 44
4249
littlebearapps
outlook-assistant ⚡ Claim
Ask your AI assistant to search your inbox, send emails, schedule meetings, man…
B 75 5⁄5 ◉ ⏳ 71 83 — 62 83 73
4250
aws-solutions-library-samples
Enterprise-grade MCP server for SAP ABAP development, enabling AI-powered codin…
B 75 5⁄4 ◉ ⏳ 88 43 — 44 95 96
Showing 4201–4250 of 69007 servers
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