MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45151
ameymn
Automates workflow between Excel data entry and PowerPoint report generation, a…
N/A N/A
45152
henrysouchien
drive-mcp Claim
MCP server enabling file operations (list, search, read, rename, move) on Googl…
N/A N/A
45153
EzzySoft
mcp-surveys Claim
Public MCP server for agent-created, human-friendly, short-lived surveys. Enabl…
45154
saurprince
Provides Jenkins CI/CD integration for AI assistants through the Model Context …
45155
NathanHartkopf
Gyst MCP Claim
Enables listing and updating clients, projects, and tickets from your editor vi…
45156
Golden0Voyager
A lightweight Garmin Model Context Protocol server with 12 curated endpoints fo…
N/A N/A 95
45157
sergiudanstan
openscad-mcp Claim
An MCP server that lets AI assistants create, edit, render, and export 3D model…
N/A N/A
45158
g0g5
A FastMCP server for loading, editing, searching, and saving Jupyter notebooks …
N/A N/A
45159
srotzin
MCP server for Hive Origin that stamps work hashes with dual-signed post-quantu…
45160
goranocokoljic
Indexes codebases and lets AI agents retrieve precise code snippets (functions,…
45161
1WorldCapture
Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task e…
N/A N/A
45162
csitte
mailwarden Claim
A native Gmail MCP server providing full mailbox control via the live Gmail API…
45163
MarcoFloresCa
A read-only MCP server for querying Salesforce metadata and object schemas acro…
45164
fisherrjd
mcp-osrs Claim
MCP server for the Old School RuneScape Wiki, game data, Grand Exchange prices,…
45165
lars-kerkhof
Provides tools for Dutch energy market data: day-ahead and imbalance prices, we…
45166
norhther
Delta-MCP Claim
Token-efficient MCP reimplementation with progressive tool discovery, result ha…
45167
LUMIARCH9
PC Manager Claim
AI-powered PC management system with 80+ MCP tools for Cursor, Claude, and othe…
N/A N/A
45168
guptaprakhariitr
Provides AI agents with Hacker News data including front-page lists, full-text …
45169
ryan-m-bishop
docrag Claim
Provides RAG (Retrieval Augmented Generation) access to technical documentation…
N/A N/A 95
45170
LogicRoomX
Real-time crypto spread, funding rates, and cash & carry yields across Binance …
45171
ambideXtrous9
StockMcp Claim
Enables stock analysis by fetching company details, profit data, and shareholdi…
N/A N/A
45172
folence
linked-docs Claim
Enables AI assistants to intelligently search and reference documentation using…
N/A N/A
45173
belal-elsabbagh-apex
Enables EHR Copilot operations such as order cloning, queue building, and execu…
45174
Vikas-O7
AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimiz…
81
45175
GraphiteAI
graphite-mcp Claim
MCP server for the Graphite Financial Knowledge Graph, enabling natural languag…
45176
balupeddireddy08
A comprehensive smart home automation system that allows AI assistants to contr…
N/A N/A
45177
engincankaya
Provides AI coding agents with durable architecture memory for repositories by …
N/A N/A
45178
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
45179
susancodes55
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
N/A N/A 95
45180
JeremyJiao01
Terrain Claim
Terrain indexes entire codebases into a queryable knowledge graph, providing AI…
N/A N/A
45181
RemiKG
Stomped Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
N/A N/A
45182
twodogwang
ONES Doc MCP Claim
MCP server for reading ONES documents in intranet environments, supporting auth…
45183
vincentspereira
Enterprise-grade AI memory infrastructure with multi-agent support, providing 1…
N/A N/A
45184
sosacrazy126
Enable AI agents to perform advanced code search and querying across repositori…
N/A N/A 95
45185
sandeep-alluru
WorldOracle Claim
Contradiction detector and belief repairer for multi-source facts — ensures kno…
N/A N/A
45186
Sendbyte-Africa
Enables AI agents to send emails and manage sending domains, templates, analyti…
N/A N/A
45187
jgabor
Finsliparn Claim
Transforms single-attempt coding into a multi-attempt, test-validated refinemen…
N/A N/A
45188
mdfranz
An MCP server that enables AI assistants to query and explore your OpenObserve …
45189
BACH-AI-Tools
Enables AI assistants to interact with Azure DevOps APIs for managing projects,…
N/A N/A
45190
ofekron
Unified management of AI-agent configuration across Claude, Codex, and Gemini, …
N/A N/A
45191
Parthee-Vijaya
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
N/A N/A
45192
gabrielmahia
jumuia-mcp Claim
MCP server for Kenya community finance — SACCO finder, chama formation, coopera…
N/A N/A
45193
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
45194
sevenfifty777
Enables AI assistants to interact with DCS World in real-time through chat by e…
N/A N/A
45195
HorizunGroup
Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports a…
N/A N/A
45196
ohhan777
An MCP server that provides Korean weather information from the Korea Meteorolo…
45197
restkhz
Enables LLMs to automate reverse engineering tasks using Cutter, including func…
N/A N/A
45198
Bohaohao
Product MCP Claim
MCP server for ERP product operations that enables AI agents to precheck produc…
45199
gianevag
A self-hosted MCP server for storing, searching, and querying meeting notes wit…
45200
hanhy06
MCP server for searching, browsing, and analyzing decompiled Minecraft source c…
N/A N/A
Showing 45151–45200 of 67197 servers
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