MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26533
Scored
1640
Verified
16957
Complete

Last updated 2 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31151
unisone
Enables semantic search across thousands of indexed educational YouTube videos …
81
31152
pipeworx-io
Pipeworx Catalog MCP — Exposes the full Pipeworx platform to Claude
31153
arjunpredev
pre.dev Claim
Better than Cursor Plan Mode. Generate full architected specifications given an…
N/A N/A 95
31154
daedalus
mcp-pyright Claim
MCP server that exposes Pyright language server functionality
N/A N/A
31155
dnaerys
MyGenome Claim
Personal Genome Exploration
N/A N/A
31156
JoshuaGreeff
A development tool that serves as a bridge to launch and inspect other stdio MC…
N/A N/A
31157
ConnorBoetig-dev
Provides unrestricted access to your development environment with filesystem op…
N/A N/A 95
31158
asifmd1806
Enable seamless interaction with your Figma designs by connecting MCP clients t…
N/A N/A 95
31159
sachin-ybis
Six deterministic hydration calculators for LLMs: water intake, dehydration sc…
N/A N/A
31160 N/A N/A
31161
nous-ehr
athenahealth DataView, API, and workflow tools for Claude Code with learning lo…
N/A N/A
31162
DingDawg-dev
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
N/A N/A 83
31163
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
N/A N/A 81
31164
edgardomunoznajar
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
N/A N/A
31165
my-space
mcp-server Claim
N/A N/A 95
31166
BrunoPessoa22
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
81
31167
fidensa
Fidensa Claim
Independent AI certification authority. Trust scores, search, comparison, and v…
N/A N/A
31168
theYahia
amocrm-mcp Claim
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
N/A N/A
31169
the-nine-nation
Flag MCP Claim
Enables human-in-the-loop interaction for AI coding workflows through native de…
N/A N/A
31170
timrogers
formanator Claim
Submit and manage Forma (https://joinforma.com) claims from the command line an…
N/A N/A
31171
marvennai
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
N/A N/A
31172
timothywarner-org
ab100 Claim
Exam AB-100: Agentic AI Business Solutions Architect
N/A N/A
31173
mshegolev
Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (rea…
N/A N/A
31174
vinur1992
testing_repo Claim 1
An MCP server that created for demo
N/A N/A 95
31175
jkwjkw1020-bot
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
81
31176
arsonx-dev
Solve CAPTCHAs (Turnstile, reCAPTCHA, hCaptcha) via MCP. Free tier: 100 solves.
N/A N/A 83
31177
AshwanthramKL
whoop-mcp Claim
Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/…
N/A N/A
31178
ubn-dev
Provide precise and efficient calculation capabilities to your agents. Enable s…
N/A N/A 95
31179 N/A N/A 95
31180
wefilmshit
Persistent memory + smart query for AI agents. Visual dashboard, semantic searc…
N/A N/A HT
31181
SiliconValleyInsight
Enable seamless Amazon product searches with detailed information, including de…
N/A N/A 95
31182
Aldric-Core
Provides a suite of 35 developer utility APIs including code formatting, data c…
81
31183
pouriamrt
claude-mesh Claim
Networked Claude-to-Claude messaging over HTTP + MCP channels — DM, broadcast, …
N/A N/A
31184 N/A N/A
31185
ronier83
Enables secure management of CTERA Portal file systems and administration throu…
81
31186 N/A N/A
31187
blaideinc
recipe-mcp Claim
Generate and remix recipes using cookwith.co
N/A N/A 95
31188
mcp-defender Claim 1
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
N/A N/A 81
31189
vibesecurity
VS29081 Claim
N/A N/A
31190
backloghq
backlog Claim
Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skil…
N/A N/A
31191
7grounds
fedlex-mcp Claim
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws.
N/A N/A 95
31192
evanap003300
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
31193 N/A N/A 95
31194
las-team
lastest Claim
Run visual regression tests, review diffs, and manage baselines on a Lastest in…
N/A N/A
31195
BestDev
Enables AI agents to create and modify Unreal Engine blueprints using natural l…
N/A N/A 95
31196
nouzui2007
Enables natural language book searches using the Google Books API to retrieve d…
31197
ichetanmittal
A production-ready TypeScript MCP server providing basic tools (add, echo, time…
N/A N/A 95
31198
Inistate MCP Claim
MCP server for the Inistate platform: module discovery, entry management, and a…
31199
xiaobenyang-com
Look up word meanings fast. Get clear definitions and common usage to support r…
N/A N/A 95
31200
omniologynow
AI-powered business intelligence MCP server. 7 tools for competitive analysis, …
N/A N/A
Showing 31151–31200 of 33449 servers
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