MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33101
tje8x
anvx Claim
Track and optimize AI API spending across 16 providers with live pricing.
N/A N/A
33102
jessicaruthabbott
Enables programmatic management of Substack content, including creating drafts,…
33103
Prismer-AI
MCP server exposing Signet cryptographic signing, verification, and content has…
N/A N/A
33104
JigsawStack
With our real time AI Translation, you can translate any text, & images convers…
N/A N/A 95
33105
Chamade Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
33106
s2-streamstore
Enables interaction with S2 StreamStore to manage basins, access tokens, and da…
33107
pipeworx-io
uooks Claim
Books MCP — wraps Open Library API (free, no auth)
33108
sadfasdf
asdfas123 Claim
N/A N/A 95
33109
shibdad
Connects Claude Desktop to GitHub repositories, enabling users to perform git o…
N/A N/A 95
33110
aigodot
Control and automate Unreal Engine workflows using natural language commands th…
N/A N/A 95
33111
attest-mcp Claim
Credential enforcement middleware for MCP servers — verifies scoped tokens on e…
N/A N/A
33112
mbailey
voice-mcp Claim
Complete voice interaction server supporting speech-to-text, text-to-speech, an…
N/A N/A 95
33113
mailgent
hivekey Claim
MCP server for Hivekey — Identity infrastructure for AI agents
33114
theYahia
dadata-mcp Claim
MCP server for DaData.ru — address validation, company lookup, geocoding. 31 to…
N/A N/A
33115
FradSer
An MCP server for interacting with Apple Reminders on macOS
N/A N/A 95
33116
theYahia
tilda-mcp Claim
MCP server for Tilda API — projects, pages. 3 tools.
N/A N/A
33117
apix420
apix420 Claim
N/A N/A 95
33118
florian
Weavely is an AI-native form builder. This MCP server exposes 13 tools that cov…
33119
NimbleBrainInc
Enables comprehensive issue tracking and project management through Linear's Gr…
81
33120
Jimdrews
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
N/A N/A
33121
autoblocksai
ctxl-mcp Claim
Personal context management for AI assistants
N/A N/A 95
33122
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
33123
jkiley129
steam-mcp Claim
Connect Claude to your Steam library. Query your games, playtime, recently play…
N/A N/A
33124
kyw1419
cotest Claim
N/A N/A 95
33125
diagrammo
dgmo-mcp Claim
Render 32 diagram and chart types to SVG/PNG with browser preview and HTML repo…
N/A N/A 95
33126
swseo92
outlook-mcp Claim
N/A N/A 95
33127
HoneyBook client-portal MCP server for Claude — view contracts and invoices fro…
N/A N/A
33128
freyzo
Enables AI assistants to search arXiv's research repository, download papers, a…
N/A N/A 95
33129
CodeDreamer06
Enables users to discover and search for Unstop hackathons through features lik…
33130
ozgureyilmaz
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
N/A N/A 95
33131
MCP server for querying Factry Historian.
N/A N/A 61
33132
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
33133
TokenGuard
TokenGuard Claim
Secure and manage API credentials through a protected vault—and save 80% on AP…
81
33134
n-irei
A fully offline local RAG server that utilizes ChromaDB and Ollama to index and…
N/A N/A
33135
cuongpo
Enable AI assistants to interact with the Aptos blockchain testnet by managing …
N/A N/A 95
33136
Stitch Wand Claim
Design token tools for Google Stitch: convert, validate, diff, lint, generate, …
N/A N/A
33137 N/A N/A 95
33138
sunholo-data
AILANG Parse Claim
Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, foot…
33139
Detect prompt injection, jailbreak, and social-engineering attacks in LLM agent…
N/A N/A
33140
Dhugster
A government-oriented MCP server implementing security controls for AegisReader…
N/A N/A 95
33141 N/A N/A 95
33142
@damianlevy1987-prog
test Claim
N/A N/A 95
33143
sunsiyuan
human-survey Claim
Feedback collection for AI agents. Create surveys, collect responses, get resul…
N/A N/A
33144
SigNoz
MCP Server for SigNoz
N/A N/A
33145
twhid
first-dibs Claim
N/A N/A 95
33146
Hyeongseob91
Generate detailed weapon recoil trajectory data for machine guns, pistols, and …
N/A N/A 95
33147
Luckkyyy23
56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, c…
33148
Publish-ready articles on demand. Send a topic, get back SEO-optimized content …
N/A N/A 81
33149
peec-ai-mcp Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
33150
arthurpanhku
Arthor-Agent Claim
...
81
Showing 33101–33150 of 33332 servers
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