MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

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66495
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31828
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2112
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16953
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Last updated 50 minutes ago

Grade Distribution

Score Distribution

Newly Added

FindAgent F VixAI Connect F northlit F Cavyro F Automated Video App F

Biggest Gainers

StockLens +58 Russian Web Data Access for AI Agents +29 tariff.watch +22

Biggest Drops

Rockmoon Financial Data -7 Shepherd Bible API -5 Clutch.co -5
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55151
familiar Claim 1
AI co-pilot for Foundry VTT — combat, scenes & audio. Requires the Familiar mod…
 — ○ — N/A N/A — 81 —
55152
tenequm
claude-kb Claim
Enables searching and retrieving Claude Code conversation history via hybrid se…
 — ○ ⏳ — N/A N/A — — —
55153
oh-namgyu
Static codebase analysis as MCP tools — give AI coding agents a map of your rep…
 — ○ ⏳ — N/A N/A — — —
55154
imai-design
Cadence MCP Claim
A daily-rhythm support MCP server for ADHD and bipolar disorder, providing 23 t…
 — ○ ⏳ — — — — 81 —
55155
MarioAderman
Provides structured tool access to Mario's portfolio data including skills, pro…
 — ○ ⏳ — — — — — —
55156
Run-IQ
MCP server exposing a parametric policy engine for evaluating, simulating, and …
 — ○ ⏳ — N/A N/A — — —
55157
commit-check
Enables validation of commit messages, branch names, author info, push safety, …
 — ○ ⏳ — N/A N/A — — —
55158
LCV-Ideas-Software
cross-review Claim
MCP server orchestrating API-first cross-review between Claude, ChatGPT Codex, …
 — ○ ⏳ — N/A N/A — — —
55159
lucasmetron
An MCP server that provides AES-256-CBC encryption and decryption tools, resour…
 — ○ ⏳ — N/A N/A — — —
55160
Honeyfield-Org
Enables searching and retrieving EU legal documents (regulations, directives, c…
 — ○ ⏳ — — — — — —
55161
fengredrum
x2md Claim
Converts .docx files to Markdown, with optional image extraction and HTML table…
 — ○ ⏳ — N/A N/A — — —
55162
Jimgitsit
notify-mcp Claim
Provides a send_notification MCP tool for push notifications to mobile devices,…
 — ○ ⏳ — N/A N/A — — —
55163
nimbus21
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
 — ○ ⏳ — N/A N/A — — —
55164
fastmcp-me
Enables PDF manipulation including text, images, annotations, form fields, page…
 — ○ ⏳ — N/A N/A — — —
55165
eesb99
rlm-mcp Claim
MCP server that enables verified code execution with LLM reasoning using Recurs…
 — ○ ⏳ — N/A N/A — — —
55166
Olaw2jr
gns3-mcp Claim
Enables AI agents to control GNS3 network emulation labs. Supports building top…
 — ○ ⏳ — — — — — —
55167
Prism-Shadow
Context9 Claim
Context9 is an MCP server that feeds AI agents with up-to-date documentation, r…
 — ○ ⏳ — — — — — —
55168
DurkDiggler
Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra,…
 — ○ ⏳ — — — — 81 —
55169
AzeemWaqarRao
A server that wraps the Splitwise API so Claude can read and manage expenses, i…
 — ○ ⏳ — — — — — —
55170
ccedacero
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
 — ○ ⏳ — — — — — —
55171
Rootly-AI-Labs
MCP server for On-Call Health burnout analysis. Connects AI assistants to your …
 — ○ ⏳ — — — — — —
55172
iflow-mcp
Enables searching and analyzing real H-1B visa sponsorship data from the U.S. D…
 — ○ ⏳ — — — — 81 —
55173
BigDataTeam5
Enables AI-powered analysis of healthcare market segments, product comparisons,…
 — ○ ⏳ — — — — — —
55174
OzTamir
MCPlexer Claim
A tiny MCP proxy for running multiple labeled instances of the same MCP server …
 — ○ ⏳ — N/A N/A — — —
55175
kingithegreat
yt-dlp-mcp Claim
Wraps yt-dlp to enable MCP-compatible clients to look up video metadata and dow…
 — ○ ⏳ — N/A N/A — — —
55176
SlickFast
mcp Claim
Render 47 chart types and tiled dashboards as PNG/SVG. Deterministic, 100% loca…
 — ○ ⏳ — — — — — —
55177
Jeon-byeong-yoon
Enables static analysis and code smell detection by connecting to an external a…
 — ○ ⏳ — — — — — —
55178
Agent-Lilith
lilith-gmail Claim
Enables semantic search, retrieval, and summarization of Gmail emails with priv…
 — ○ ⏳ — N/A N/A — — —
55179
mattcoatsworth
A comprehensive MCP server for interacting with the Klaviyo API, providing tool…
 — ○ ⏳ — N/A N/A — — —
55180
kamath
AgentMail Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
 — ○ ⏳ — N/A N/A — 95 —
55181
snss10
DBeast Claim
DBeast MCP is a robust, security-first Model Context Protocol server designed t…
 — ○ ⏳ — N/A N/A — 95 —
55182
ericlucianoferreira
calendly-mcp Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
 — ○ ⏳ — — — — — —
55183
gsc-em
MCP CPG GTINs — B2B Retail Grocery Procurement
 — ○ ⏳ — — — — — —
55184
promobase
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
 — ○ ⏳ — — — — — —
55185
DashingNights
YouTrack MCP Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
 — ○ ⏳ — — — — — —
55186
kao273183
AI 規格大師 — MCP server bridging specs (Linear / JIRA / GitHub Issues / Notion / M…
 — ○ ⏳ — — — — — —
55187
FarahTrip
A self-hosted MCP server for the Reddit Ads API v3, enabling reading ad account…
 — ○ ⏳ — — — — — —
55188
XlogicX
Provides tools to test regex patterns for correctness, performance (ReDoS), and…
 — ○ ⏳ — N/A N/A — — —
55189
kazuph
Enables language models to access and manage Raindrop.io bookmarks, collections…
 — ○ ⏳ — — — — — —
55190
mcp Claim 1
ComplyMe.AI MCP server for legal & data protection risk analysis and audits.
 — ○ — N/A N/A — 81 —
55191
Haimantika
A simple MCP server that provides a tool to get the current server time and a r…
 — ○ ⏳ — N/A N/A — — —
55192
sandeep-alluru
Groundcrew Claim
Ground-truth receipt system for hallucination detection — captures verified sta…
 — ○ ⏳ — N/A N/A — — —
55193
brensch
Query Australia's electricity market (NEM/AEMO): prices, generation, FCAS, inte…
 — ○ ⏳ — — — — — —
55194
ultrathinker
Tabduct Claim
Enables CLI coding agents to interact with your live browser tabs via MCP, usin…
 — ○ ⏳ — N/A N/A — — —
55195
liuyuyan6100
autotest_iot Claim
MCP server that exposes hardware automation tools (build, flash, serial capture…
 — ○ ⏳ — — — — — —
55196
seantokuzo
Sean-MCP Claim
A GitHub integration tool that enables MCP clients to manage pull requests thro…
 — ○ ⏳ — — — — 81 —
55197
netique
overleaf-mcp Claim
An MCP server for Overleaf that allows Claude or other agents to navigate proje…
 — ○ ⏳ — N/A N/A — — —
55198
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
 — ○ ⏳ — N/A N/A — — —
55199
Eswarr11
locator-mcp Claim
MCP server for scanning browser pages and collecting element locators (XPath, t…
 — ○ ⏳ — N/A N/A — — —
55200
CSOAI-ORG
FHIR-based patient records for domiciliary opticians
 — ○ ⏳ — N/A N/A — 95 —
Showing 55151–55200 of 66495 servers
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