MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39001
patrickoleary
vtkapi-mcp Claim
An MCP server that validates VTK Python code by checking class and method exist…
N/A N/A
39002
jawache
Witness Claim
Witness is an MCP server that integrates with Obsidian to allow AI assistants l…
N/A N/A
39003
ai-mcp-garage
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
N/A N/A 95
39004 N/A N/A 95
39005
raccioly
DocGuard Claim
DocGuard, an official, zero-dependency Node.js MCP server (npm: docguard-cli, d…
N/A N/A
39006
hjtrbo
PcmHackMCP Claim
MCP server and Ghidra plugin for reverse engineering, enabling clients like Cla…
N/A N/A
39007
pessini
Enables users to query enterprise sales data from a local SQLite database and i…
N/A N/A
39008
KSAklfszf921
Enables AI assistants to generate presentations, documents, and webpages throug…
81
39009
wikicious
Connects MCP-compatible AI assistants to the Wikicious V6 protocol on Arbitrum …
N/A N/A
39010
mohd-ibadullah
Exposes core recruiting tools such as candidate ranking, profile retrieval, hon…
N/A N/A
39011
ExpediaGroup
MCP server for Expedia travel recommendations. Enables LLMs to search hotels, f…
39012
vicquick
nobrainr Claim
Self-hosted memory service that gives AI agents persistent, searchable memory a…
39013
YangPan2020
DebugForge Claim
MCP server bridging Lauterbach TRACE32 debuggers to AI agents for autonomous de…
N/A N/A
39014
luthfirizky777
tedt Claim
N/A N/A 95
39015
JialiangFan
X-MCP 2.0 Claim
Enables users to interact with X/Twitter via Claude, allowing posting tweets, s…
39016
rasta26
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
81
39017
m1bsvonmibenstein
An MCP server that lets an AI assistant run commands and transfer files over SS…
N/A N/A
39018
StonesofCreation
StackSwap Claim
B2B GTM stack intelligence: search ~400 tools, compare vendors, find overlaps, …
39019
expandingideas-ai
Web search, content extraction, and library docs for AI agents with 5-strategy …
39020
Giobeck25
mcp-gsuite Claim
server for google
N/A N/A 95
39021
LegnaOS
An MCP server for the DM3 game engine that enables AI assistants to create, bui…
N/A N/A
39022
imastarboy97
zepp-mcp Claim
Connect your Amazfit / Zepp watch to Claude. Free and open-source.
39023
ChunSam
Read-only MCP server for the Kiwoom Securities REST API: market data, account i…
N/A N/A
39024
MATCHUP-LABS
NYC property intelligence, building violations, and restaurant/venue compliance…
N/A N/A 83
39025
1708004874a-star
A local MCP server that lets Claude Code operate the PolyU eStudent portal to c…
N/A N/A
39026
MicroMichaelIE
Enables searching and analyzing GitHub Copilot's conversation history stored lo…
N/A N/A 95
39027
TyrelCB
Enables audio source separation into vocals and instruments using ComfyUI MelBa…
N/A N/A
39028
CSOAI-ORG
recipe-finder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39029
PabloSR06
Enables LLMs to manage Google Calendar events and Google Tasks through a set of…
N/A N/A
39030
MahmoudHassanMustafa
A Model Context Protocol (MCP) server that connects Claude Code to MySQL databa…
39031
nweii
Self-hosted MCP server that provides remote AI clients with read and write acce…
39032
xiaobenyang-com
Look up word meanings fast. Get clear definitions and common usage to support r…
N/A N/A 95
39033
m8louist12-boop
The first MCP server that verifies AI outputs in real-time, ensuring every LLM …
39034
cmsappian123-bit
Enables interaction with Appian applications through the Model Context Protocol…
39035
shinerio
Exposes CodeGraph capabilities for multiple local repositories to MCP-compatibl…
39036
nangchang
toss-invest Claim
Enables interaction with Toss Securities API for market data, stock information…
39037
testing-farm
Enables submitting FMF-based test requests to Testing Farm and listing availabl…
39038
sancovp
Tree-based navigation MCP that provides a single interface to explore and execu…
N/A N/A
39039
neverinfamous
Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new …
N/A N/A
39040
tanamurayuuki
Enables web content extraction and Google Search through Google AI Studio's URL…
81
39041
shahabmosavi
GitLab MCP Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
39042
theepankaja
Provides AI-ready documentation for the PayHere payment gateway, enabling acces…
N/A N/A
39043
am-3
Enables AI assistants to read, edit, and execute Jupyter notebook files (.ipynb…
N/A N/A
39044
anshikasingh28072006
Enables offline multi-agent security orchestration by providing tools for netwo…
N/A N/A
39045
Winter-And-You-Gone
Enables text-only agents to process images by accepting image files, base64 dat…
39046
Gearotons
Drive open-source Gearotons M17 servomotors from natural language via an MCP se…
N/A N/A
39047
jmillpps
Private OAuth-backed MCP server for ChatGPT, supporting GPT Apps via MCP Stream…
39048
iamsamuelfraga
A comprehensive MCP server providing Claude with enterprise-grade access to Hub…
39049
ItamiForge
Provides AI agents with accurate, version-aware documentation for React Native,…
N/A N/A
39050
dbobylev
mcporacle Claim
Local MCP server for Roo Code that connects to Oracle DB and returns limited se…
N/A N/A
Showing 39001–39050 of 64698 servers
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