MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4151
Gammell53
clawwork ⚡ Claim
AI agent project management — task boards, progress tracking, and cost reportin…
B 75 5⁄4 ◉ ⏳ 82 68 N/A 34 83 100
4152
scanady
Provides AI assistants with structured access to an organization's engineering …
B 75 5⁄4 ◉ ⏳ 88 61 N/A 27 95 89
4153
youssef7788
Enables interaction with Azure AI Foundry services through a unified interface …
B 75 5⁄5 ◉ ⏳ 90 82 — 55 81 58
4154
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
4155
rayss868
A powerful tool for fetching and extracting text content from web pages and API…
B 75 5⁄5 ◉ ⏳ 88 82 — 53 81 60
4156
aliyun
Enables AI assistants to manage Supabase projects deployed on Alibaba Cloud thr…
B 75 5⁄5 ◉ ⏳ 84 67 — 53 81 84
4157
ssdeanx
An MCP tool enabling structured thinking and analysis across multiple AI platfo…
B 75 5⁄5 ◉ ⏳ 90 56 — 60 80 84
4158
miyamamoto
JVLink MCP Server ⚡ Claim 1
Enables natural language queries and analysis of Japanese horse racing data fro…
B 75 5⁄5 ◉ ⏳ 78 82 — 59 82 68
4159
LeeSinLiang
Godot MCP ⚡ Claim 1
Enables AI assistants to interact with the Godot game engine by launching the e…
B 75 5⁄5 ◉ ⏳ 96 100 N/A 26 95 36
4160
samber
Enables execution of Go code in the Go Playground sandbox and generation of sha…
B 75 5⁄5 ◉ ⏳ 94 75 — 70 81 48
4161
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
4162
suttonwilliamd
tpc-server Claim
tpc-server
B 75 5⁄5 ◉ ⏳ 92 56 — 36 81 99
4163
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
4164
ananddharne
Enables AI assistants to search and analyze Chrome browser history and bookmark…
B 75 5⁄4 ◉ ⏳ 92 60 N/A 21 95 91
4165
HexSleeves
Provides seamless integration with Tailscale's CLI commands and REST API, enabl…
B 75 5⁄5 ◉ ⏳ 75 68 — 59 81 89
4166
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
4167
mc-mario
Tandoor MCP Server ⚡ Claim 1
Enables interaction with Tandoor recipe management system to create, manage, an…
B 75 5⁄5 ◉ ⏳ 100 63 — 25 80 92
4168
notbnull
A lightweight server that provides persistent memory and context management for…
B 75 5⁄4 ◉ ⏳ 78 62 N/A 44 92 92
4169
davidorex
Facilitates AI session handoffs and next steps tracking through project-based o…
B 75 5⁄5 ◉ ⏳ 90 100 N/A 22 95 46
4170
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
4171
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
4172
jmonsellier
Gmail MCP Server ⚡ Claim 1
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
B 75 5⁄4 ◉ ⏳ 78 67 N/A 38 95 88
4173
JTruax
An MCP server providing WordPress development tools, code generation, and frame…
B 75 5⁄5 ◉ ⏳ 85 91 N/A 47 94 42
4174
1282saa
bk_mcp Claim 1
B 75 5⁄4 ◉ ⏳ 78 67 N/A 39 92 90
4175
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
4176
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
4177
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
4178
rishav-learnerml
Enables users to track personal expenses through natural language interactions …
B 75 6⁄6 ◉ ⏳ 78 66 89 26 81 100
4179
qingmu0v0
mysql_mcp ⚡ Claim
B 75 5⁄4 ◉ ⏳ 90 68 N/A 29 87 88
4180
captain-blue210
Anki MCP Server ⚡ Claim
Connects Claude Desktop to Anki, allowing retrieval and analysis of leech-tagge…
B 75 5⁄4 ◉ ⏳ 78 61 N/A 49 92 91
4181
yoheimuta
protolint-mcp
B 75 5⁄5 ◉ ⏳ 96 25 — 79 81 95
4182
mrjoshuak
godoc-mcp ⚡ Claim
Token-efficient Go documentation server that provides AI assistants with smart …
B 75 5⁄4 ◉ ⏳ 60 61 N/A 74 94 90
4183
WhenMoon-afk
Save conversation state, resume work across sessions, and organize multiple sna…
B 75 5⁄4 ◉ ⏳ 78 53 N/A 56 95 92
4184
burtthecoder
Shodan Server ⚡ Claim 1
A Model Context Protocol server for querying the Shodan API and Shodan CVEDB, p…
B 75 5⁄4 ◉ ⏳ 73 53 N/A 61 95 93
4185
arnaldo-delisio
Readwise MCP Enhanced ⚡ Claim 1
A comprehensive MCP server that unifies Readwise Reader document management wit…
B 75 5⁄5 ◉ ⏳ 84 100 — 57 81 43
4186
CartographAI
Generates and queries a graph representation of a codebase to identify entities…
B 75 5⁄4 ◉ ⏳ 86 56 N/A 43 87 94
4187
JustinBeckwith
linkinator-mcp ⚡ Claim 1
MCP server for link checking using linkinator
B 75 5⁄5 ◉ ⏳ 59 100 N/A 78 95 40
4188
sanchisingh01
An MCP server that enables Gmail integration, allowing users to manage emails (…
B 75 5⁄4 ◉ ⏳ 71 63 N/A 43 95 97
4189
GitHub30
note-mcp-server Claim 1
MCP server for note.com: create, edit and retrieve posts.
B 75 6⁄6 ◉ ⏳ 73 76 90 36 74 88
4190
visus-mcp
visus-mcp ⚡ Claim
Security-first web access for Claude. Sanitizes pages, blocks injection, redact…
B 75 4⁄4 ◉ ⏳ 71 N/A N/A 28 95 96
4191
420247jake
Session Forge ⚡ Claim
Persistent memory and session intelligence for AI coding assistants. Zero confi…
B 75 5⁄4 ◉ ⏳ 78 55 N/A 50 95 93
4192
ngc-shj
SearXNG MCP Server ⚡ Claim
Enables web search, image search, and news search through a self-hosted SearXNG…
B 75 5⁄5 ◉ ⏳ 90 60 — 47 81 91
4193
andrewhopper
ITMCP ⚡ Claim 1
Secure network administration MCP server that enables AI assistants to safely e…
B 75 5⁄5 ◉ ⏳ 90 61 — 42 76 99
4194
shibayu36
MCP server specialized in retrieving information from Slack messages and threads
B 75 5⁄4 ◉ ⏳ 66 51 N/A 79 95 91
4195
cyanheads
toolkit-mcp-server ⚡ Claim 1
A Model Context Protocol server providing LLM Agents with system utilities and …
B 75 5⁄5 ◉ ⏳ 79 83 N/A 51 95 54
4196
yigitkonur
example-mcp-server-streamable-http
B 75 5⁄5 ◉ ⏳ 78 71 — 38 81 97
4197
Sivan22
Provides access to Jewish texts from the Sefaria library. This server enables L…
B 75 5⁄5 ◉ ⏳ 96 56 — 42 81 92
4198
yeakub108
A Cursor-compatible toolkit that provides intelligent coding assistance through…
B 75 5⁄4 ◉ ⏳ 80 61 N/A 40 95 90
4199
arjunkmrm
Mem0 MCP Server ⚡ Claim
Enables AI applications to add, search, update, and delete long-term memories u…
B 75 5⁄5 ◉ ⏳ 60 100 — 48 81 78
4200
arben-adm
This MCP server performs multi-topic searches in business, news, finance, and p…
B 75 5⁄5 ◉ ⏳ 78 68 — 41 82 100
Showing 4151–4200 of 69007 servers
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