MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56151
cohm
indico-mcp Claim
MCP server for the Indico meeting agenda system, enabling AI agents to search e…
56152
RuntimeAll
teacher-mcp Claim
MCP server that authenticates as a teacher and provides tools for question mana…
N/A N/A
56153
FerhatDundar
MCP server for the GitHub CLI (gh). Read-only by default; single Go binary.
N/A N/A
56154
ptrken01
Enables AI agents to perform query-driven web searches and fetch page content v…
N/A N/A
56155
hir4ta
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
56156
proofsh
MCP server providing tools to interact with Obsidian via the Local REST API com…
N/A N/A
56157
Skim MCP Server Claim 2
MCP server for Skim code transformation. Compresses code 60-95% for LLM context…
N/A N/A 81
56158
Mofesto
Enables LLMs to interact with CTBC Securities CTS Trading API for stock, future…
N/A N/A
56159
mohammed-almassri
MCP server for debugging Node.js programs through the V8 Inspector Protocol, al…
N/A N/A
56160
alexthotse
Enables intelligent task management, multi-agent workflows, and cross-IDE proje…
56161
mojawave
MojaWave MCP Claim
Connects any MCP-compatible AI assistant to the MojaWave SMS Gateway, enabling …
56162
ashrobertsdragon
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
N/A N/A
56163
IBM
Bridges AI agents with watsonx.data document libraries, enabling natural langua…
56164
axelterrier
Enables interaction with Lidarr music collection management through natural lan…
81
56165
TrungPhuNA
Enables managing bugs and test cases in Google Sheets via Claude Code, with too…
N/A N/A
56166
GuillaumeRacine
Find 5 explainable, personalized gift recommendations from inside any MCP clien…
56167
wowstorelive
AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & disco…
N/A N/A 95
56168
sadfasdf
asdfas123 Claim
N/A N/A 95
56169
bluewms
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
56170
diandiandia
A high-precision logical vulnerability auditing tool that uses MCP and CodeGrap…
N/A N/A
56171
MrJamescot
A lightweight MCP server for interacting with CTFd instances, enabling AI tools…
56172
FrenchFRy7
MCP Manuels Claim
Enables Claude Desktop to read and search through PDF technical manuals, answer…
N/A N/A
56173
coachgruden
Enables AI agents to perform dynamic and reflective problem-solving through a c…
56174
pipeworx-io
Aviation Weather MCP — METAR, TAF, PIREPs, AIRMET/SIGMET, station info
56175
TamalAdebisi
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
56176
openclaw-hal9000
ROMulus is a retro gaming ROM search engine that aggregates results from four m…
56177
ytakeuchi0222
redmine-mcp Claim
Enables to interact with Redmine issues through the MCP protocol, allowing oper…
N/A N/A
56178
Managed-Digital-LLC
mcp Claim
Live, end-to-end encrypted, ephemeral file transfer between your AI agent and a…
N/A N/A
56179
mikehaller
A Model Context Protocol (MCP) server that connects LLMs to vehicle data via th…
56180
accoutmissing
Enables users to leverage a mixture-of-agents architecture where multiple AI mo…
56181
brensch
Query Australia's electricity market (NEM/AEMO): prices, generation, FCAS, inte…
56182
google-marketing-solutions
Enables LLMs to interact with Google Ads accounts via tools like list_accounts …
56183
itsstoyan
AgentHub Claim
A local MCP server that orchestrates multi-agent coding teams by spawning worke…
N/A N/A
56184
Orcus2021
Enables automated code review and GitHub PR commenting through MCP integration.
N/A N/A
56185
wildsonbbl
Enables estimation of PC-SAFT pure-component parameters and prediction of prope…
56186
BillyBunn
MCP server for privacy-gated local Apple data access including Mail, Messages, …
N/A N/A
56187
jfjensen
Provides persistent browser tabs with tools to read, click, type, and interact …
N/A N/A
56188
faulkj
Exposes multiple LLMs as individual tools via the OpenAI Responses API wire for…
56189
govRosMedia
Enables AI agents to interact with the Stars Cash Flow reseller API for real Te…
56190
CarbonCashmere
x402-mcp Claim
177 crypto market intel endpoints with auto x402 USDC micropayments from your A…
N/A N/A
56191
xekor
made-mcp Claim
Generate and edit images and video with MADE: model catalog with transparent pe…
56192
MiggiV2
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
56193
aisprint
A self-hosted MCP server that enables AI agents to directly interact with your …
56194
verysleepylemon
unity-mcp Claim
The first Model Context Protocol server for Unity projects. It gives AI assista…
N/A N/A
56195
BACH-AI-Tools
Enables querying FDA drug label information including adverse reactions, warnin…
56196
henryspatialanalysis
Close API Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
56197
savantcat
中国 AI 客服国标 GB/T 47746—2026 合规问答库:必须自动转人工的场景、强制自查项、上线备案要求,答案标注条款依据。
56198
AlexlaGuardia
ToolBridge Claim
A governed MCP server for integrating AI agents with customer data, featuring r…
N/A N/A
56199
pipeworx-io
Enables querying Dallas open data via the Socrata SODA API, allowing access to …
56200
pawelojdowski
UODO MCP Claim
Enables searching and analyzing decisions from the Polish Data Protection Autho…
Showing 56151–56200 of 67286 servers