MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64251
conradium-gif
claude-peers Claim
Lets Claude Code instances discover and message each other across sessions, wit…
64252
mrinalghosh
ableton-mcp Claim
Enables Claude to observe and compose in Ableton Live 12 via AbletonOSC, allowi…
N/A N/A
64253
TocharianOU
jira-mcp Claim
Enables issue search, creation, updates, comments, status transitions, and proj…
64254
Mei-You-Qian
A local MCP server that wraps common forensic command-line tools for CTF/forens…
N/A N/A
64255
LokiMCPUniverse
Exposes a Jenkins controller's REST API to MCP-compatible clients, enabling job…
64256
phpcip
opensolr-mcp Claim
Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings,…
N/A N/A
64257
NOVA-3951
Supermemory Claim
A recreation of the Supermemory MCP with all features of the Supermemory API
N/A N/A 95
64258
LeiTinG998
TrendRadar Claim
This MCP server is a hot news aggregator and push assistant that supports AI an…
64259
boyzhong123
Gives your AI agent real-time pronunciation scoring and multi-dimensional speec…
64260
dibun75
V.I.S.O.R. Claim
Smart MCP server that reads your code, understands file connections, and provid…
N/A N/A
64261
jhalsey87
Model Context Protocol (MCP) server that provides access to the Grants.gov API …
N/A N/A
64262
StructureIntelligence
SettleMesh Claim
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login…
64263
magichao326
Enables LLMs to control QLab live over OSC, including querying workspaces, mana…
64264
Jaimegruiz
Enables AI agents to access and analyze Spanish electricity consumption data vi…
64265
QuantumCoderSys
Formasty Claim
Create, edit, validate, publish, and inspect Formasty forms and quizzes over au…
64266
aw-bii
screener-mcp Claim
MCP server that provides access to screener.in financial data for Indian stocks…
64267
kemalbgskr
Provides product lifecycle, release cycle, and End of Life (EOL) date informati…
64268
scoutos
A Deno implementation that enables AI models to interact with Linear issue trac…
81
64269
0xyg3n
claude-c2 Claim
Enables natural language command and control of remote systems across multiple …
64270
Thaynabarreiro
An open-source MCP server that exposes the Amadeus Self-Service APIs as tools f…
64271
Kai-Oesterling
MCP server for ERPNext that provides full CRUD operations, workflow management,…
N/A N/A
64272
cathalos92
Structured AI project planning: cycles, tasks, strategy reviews, and build hand…
N/A N/A 95
64273
Knuckles-Team
MCP server for FreshRSS RSS reader enabling feed reading, subscription manageme…
64274
SmartSuiteFoundry
A locally-hosted MCP server enabling AI agents to securely interact with SmartS…
N/A N/A
64275
adkins-amdg
Enables AI agents to interact with Microsoft Teams through Microsoft Graph API,…
N/A N/A
64276
BuildWithBeacon
A collection of over 20 specialized MCP servers that enable LLMs to manage cust…
64277
MustafaPatharia
Enables AI assistants to fetch ProofHub task details, comments, and bug tracker…
64278
sbdk-dev
ai-analyst Claim
Enables natural language data queries with statistical rigor and a semantic lay…
N/A N/A
64279
dbwang0130
Provides browser automation capabilities through Claude Desktop and other MCP c…
N/A N/A
64280
finsavvyai
pushci Claim
AI-native zero-config CI/CD. 19 languages, 40+ frameworks. Free forever.
N/A N/A 83
64281
kognar-ai
MCP server that abstracts the Nginx Proxy Manager API, enabling management of p…
64282
kim-go-chon
Enables precise search of financial statement footnotes from Korean DART electr…
N/A N/A
64283
narrateai
NarrateAI Claim
Stop recording your voice. NarrateAI adds professional voiceover to silent scre…
81
64284
Faouzi122
R_net LP risk evaluator for DeFAI agents. IL + Breakeven Corridor O(1). L402 Li…
64285
kseniailinyh
Things MCP Claim
Read-only MCP server for Things 3 to retrieve completed tasks by date, weekly s…
N/A N/A
64286
iamredmh
MCP server for automating Weavy.ai creative workflows. It provides tools to man…
N/A N/A
64287
syamai
MCP server for cryptocurrency payment integration, enabling payment requests, w…
64288
covenai-dev
coven-mcp Claim
MCP server for website auditing and AI visibility measurement using the COVEN v…
N/A N/A
64289
abenassi
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
64290
lanternrow
TikTok organic analytics — video performance, engagement metrics, and profile i…
N/A N/A
64291
Aekkaratjerasuk
TaskFlow MCP Claim
A task management Model Context Protocol server that helps break down user requ…
N/A N/A 95
64292
npow
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
64293
harshit05092
Enables automated lead generation, AI enrichment, personalized messaging, and o…
N/A N/A
64294
CSOAI-ORG
otp-ai-mcp Claim
otp-ai-mcp MCP server by MEOK AI Labs
N/A N/A
64295
ubidots
Enables MCP clients to interact with the Ubidots IoT platform for managing IoT …
N/A N/A
64296
chrischall
Connects Claude to OurFamilyWizard for natural-language access to co-parenting …
64297
miloira
Enables AI assistants to inspect and automate Windows desktop UI elements by ex…
N/A N/A
64298
ArcSelf
arc-security Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
N/A N/A 95
64299
EverMint-app
evermint-mcp Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
N/A N/A
64300
mcrescenzo
A campaign and task management MCP server for AI coding assistants, enabling de…
N/A N/A
Showing 64251–64300 of 66427 servers