MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45151
codegoddy
Validates AI-generated code against actual codebases to catch hallucinations, d…
— ○ ⏳ — N/A N/A — — —
45152
Jammy2005
Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling to…
— ○ ⏳ — N/A N/A — — —
45153
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
— ○ ⏳ — — — — — —
45154
borecollins
autohaven Claim
Search for cars
— ○ ⏳ — N/A N/A — 95 —
45155
yashhooda1
garmin-mcp Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
— ○ ⏳ — — — — — —
45156
dalcontak
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
— ○ ⏳ — — — — — —
45157
pruva-ai
pruva-mcp Claim
Remote MCP server for Pruva, enabling AI assistants to manage products, feature…
— ○ ⏳ — — — — — —
45158
reynaldovieira
mcp-server Claim
A demonstration MCP server for educational purposes, showcasing how to build an…
— ○ ⏳ — — — — — —
45159
MartinCley
Enables users to access SharePoint files via Microsoft Graph and transfer them …
— ○ ⏳ — — — — — —
45160
magnus919
mcp-shlink Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
— ○ ⏳ — — — — — —
45161
web3yaso
Citely-x402 Claim
An MCP server that gates content and tools behind x402 stablecoin micropayments…
— ○ ⏳ — — — — — —
45162
cameronsjo
A production-ready TypeScript template for building MCP servers with dual trans…
— ○ ⏳ — — — — 81 —
45163
mundizzle
mundigital Claim
Exposes a public, read-only professional profile with tools to search resume ev…
— ○ ⏳ — — — — — —
45164
lazymac2x
Cloudflare Workers MCP server: api-request-deduplicator
— ○ ⏳ — — — — — —
45165
obra
A comprehensive MCP server that provides Claude with private journaling and sem…
— ○ ⏳ — N/A N/A — — —
45166
bgpt
BGPT MCP API Claim
Search scientific papers with raw experimental data extracted from full-text st…
— ○ ⏳ — N/A N/A — 95 —
45167
Taardisaa
angr-api-mcp Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
— ○ ⏳ — N/A N/A — — —
45168
thewillmoss
anchor-mcp Claim
A portable MCP server that provides a shared persistent working state for AI co…
— ○ ⏳ — N/A N/A — — —
45169
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
— ○ ⏳ — — — — 81 —
45170
mirage-security
Enables AI assistants to interact with KnowBe4 security awareness training data…
— ○ ⏳ — — — — — —
45171
ShapeGames
Enables interaction with Atlassian Confluence through MCP, allowing retrieval o…
— ○ ⏳ — — — — — —
45172
Edison-Watch
gateway Claim
MCP gateway with runtime security policy, tool-call-level control, and audit of…
— ○ ⏳ — — — — — —
45173
gilfoyle19
Enables programmatic CAD modeling with Onshape through document discovery, para…
— ○ ⏳ — N/A N/A — — —
45174
banananovej-chuan
A Model Context Protocol server for TrainingPeaks with an analytics focus — ena…
— ○ ⏳ — — — — — —
45175
palisadeemail
palisade Claim
Monitor and manage email authentication (SPF, DKIM, DMARC, MTA-STS, BIMI) for y…
— ○ ⏳ — — — — — —
45176
sergei-tofu-fedorov
Enables interaction with MongoDB databases through the Model Context Protocol. …
— ○ ⏳ — — — — 81 —
45177
lpm-dev
MCP server for the LPM package registry, enabling AI tools to search, browse so…
— ○ ⏳ — N/A N/A — — —
45178
abstractwebunit
Enables AI to search, retrieve, list notes, and get backlinks from a published …
— ○ ⏳ — — — — — —
45179
xue20010808
r3adfile_mcp Claim
Search and browse local files with flexible pattern matching and fast full-text…
— ○ ⏳ — N/A N/A — 95 —
45180
srotzin
HiveAttest Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
— ○ ⏳ — — — — — —
45181
kimagure-dd
MCP server for calculating XIRR (Extended Internal Rate of Return) from cash fl…
— ○ ⏳ — — — — — —
45182
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
— ○ ⏳ — N/A N/A — 95 —
45183
BaranziniLab
SPOKEAgent Claim
A structure-aware MCP server for querying the SPOKE biomedical knowledge graph,…
— ○ ⏳ — — — — — —
45184
bruriah1999
Production-grade FastMCP 3.x server template for scalable semantic tool retriev…
— ○ ⏳ — — — — — —
45185
TuringCorp-net
A remote MCP server template for Cloudflare Workers that enables deployment of …
— ○ ⏳ — — — — 81 —
45186
Diya28-mehra
Python-based MCP server that provides real-time and historical cryptocurrency d…
— ○ ⏳ — — — — — —
45187
arnold-commits
Profit calculator, inventory health checks, COGS breakdown, tax deductions, reo…
— ○ ⏳ — N/A N/A — 95 —
45188
ctslone
Enables AI assistants to manage CData Arc connectors, files, transactions, work…
— ○ ⏳ — — — — — —
45189
VonderVuflya
Yggdrasil Claim
Durable, local-first memory for AI coding agents over MCP. Zero-dependency (pur…
— ○ ⏳ — N/A N/A — — —
45190
xiaobenyang-com
pdf-reader Claim
Read entire PDFs or specific pages on demand. Search documents for keywords and…
— ○ ⏳ — N/A N/A — 95 —
45191
ogarciabrena
mcploy Claim
Exposes the Loyverse API as MCP tools to manage stores, products, inventory, cu…
— ○ ⏳ — — — — — —
45192
jaspertvdm
AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communi…
— ○ ⏳ — — — — 81 —
45193
manojanasuri16
Connects Claude or any MCP client to the Strava API v3, enabling access to fitn…
— ○ ⏳ — N/A N/A — 95 —
45194
sauravtom
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
— ○ ⏳ — N/A N/A — — —
45195
proj-airi
airi-android Claim
A MCP server that enables LLMs to control Android devices via ADB, supporting i…
— ○ ⏳ — — — — — —
45196
OffshoreProz
Enables automated company formation across multiple jurisdictions with REST and…
— ○ ⏳ — — — — — —
45197
ScrapeGraphAI
ScrapeGraph Claim
Extract structured data and clean content from websites. Convert pages to reada…
— ○ ⏳ — N/A N/A — 95 —
45198
SmartAI
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
— ○ ⏳ — N/A N/A — — —
45199
Muhammad-Moin
A Model Context Protocol server providing calculator tools (add, subtract, mult…
— ○ ⏳ — — — — — —
45200
pdhiran
Enables AI agents to verify Ceph CLI commands, config parameters, and review te…
— ○ ⏳ — N/A N/A — 95 —
Showing 45151–45200 of 69261 servers
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