MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

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Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

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Biggest Drops

Black Label Continuum Website MCP -48 worldhums -48 Second Opinion -48
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28801
luis-dominguez-stori
Enables querying OpenTelemetry logs stored in OpenSearch across development and…
 C 66 3⁄4 ◔ ⏳ 72 — — 35 81 —
28802
bhayanak
Server that gives AI assistants structured access to the Nobel Prize API v2.1. …
 C 66 3⁄4 ◔ ⏳ 64 — — 51 81 —
28803
MuhammadTaimur
Vault MCP Server ⚡ Claim
Enables AI assistants like Claude to browse, search, and read data from an Auto…
 C 66 3⁄4 ◔ ⏳ 78 — — 25 81 —
28804
jordy-nexian
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
 C 66 3⁄4 ◔ ⏳ 72 — — 37 81 —
28805
deepgram
Deepgram MCP ⚡ Claim 1
Provides AI editors with access to Deepgram's speech-to-text transcription and …
 C 66 3⁄4 ◔ ⏳ 48 — — 78 81 —
28806
moxiespirit
curistat-mcp ⚡ Claim
Futures volatility intelligence MCP server for ES, NQ, and related products. Pr…
 C 66 3⁄4 ◔ ⏳ 66 — — 48 81 —
28807
Dexter-DAO
opendexter ⚡ Claim 1
An MCP server that enables AI agents to search, pay for, and call paid APIs usi…
 C 66 3⁄4 ◔ ⏳ 61 — — 53 81 —
28808
locomotive-agency
MCP server for Google Search Console API that enables querying search analytics…
 C 66 3⁄4 ◔ ⏳ 51 — — 70 81 —
28809
abid-mahdi
whisper-telegram-mcp ⚡ Claim 1
An MCP server that enables transcribing local audio files and Telegram voice me…
 C 66 3⁄4 ◔ ⏳ 57 — — 62 81 —
28810
bwengr
Enables querying Google Search Console data including rankings, clicks, and imp…
 C 66 3⁄4 ◔ ⏳ 66 — — 48 81 —
28811
juhyungrok4237-boop
Enables AI agents to control and monitor Veeam Backup & Replication v13 infrast…
 C 66 3⁄4 ◔ ⏳ 72 — — 35 81 —
28812
CSOAI-ORG
database-universal-mcp MCP server by MEOK AI Labs
 C 66 3⁄4 ◔ ⏳ 72 N/A N/A 37 81 —
28813
dtjohnson83
Enables AI assistants to analyze weld photos for quality scoring and identify c…
 C 66 3⁄4 ◔ ⏳ 72 — — 35 81 —
28814
roboticforce
remembrallmcp ⚡ Claim
Persistent knowledge memory layer for AI agents. Rust, Postgres + pgvector, MCP…
 C 66 3⁄4 ◔ ⏳ 60 N/A N/A 55 81 —
28815
mbeauv
mcp-trello ⚡ Claim 2
MCP server for Trello integration, enabling management of workspaces, boards, l…
 C 66 3⁄4 ◔ ⏳ 65 — — 47 81 —
28816
Find, price, rent and stop GPUs on AmpleRun. Paid in USDC or USDT on Base. Flat…
 C 66 2⁄5 ◔ — — 76 — 55 —
28817
thenutritrackerapp-creator
NutriBalance Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
 C 66 3⁄4 ◔ ⏳ 72 — — 35 81 —
28818
openpulsechain
mcp-server Claim
PulseChain on-chain analytics: token safety scores (0-100), honeypot detection,…
 C 66 3⁄4 ◔ ⏳ 60 — — 56 81 —
28819
TETRA-2023
open-webui-mcp ⚡ Claim
Exposes OpenWebUI's admin REST API as an MCP server, enabling administrative op…
 C 66 3⁄4 ◔ ⏳ 54 — — 68 81 —
28820
GRChetanReddy
Exposes internal employee directories and project management systems to AI mode…
 C 66 3⁄4 ◔ ⏳ 78 — — 27 81 —
28821
arthiqlabs
Vedaksha Claim
Vedaksha MCP Server Astronomical ephemeris and Vedic astrology computation for…
 C 66 3⁄4 ◔ ⏳ 60 — — 56 81 —
28822
Wolido
OpenAaaS ⚡ Claim
Adapter to the OpenAaaS scientific agent network: submit tasks such as literatu…
 C 66 3⁄4 ◔ ⏳ 54 — — 65 81 —
28823
lumishoang
OpenRouter MCP Server ⚡ Claim 1
An MCP server for discovering and querying over 300 AI models available on Open…
 C 66 3⁄4 ◔ ⏳ 67 — — 45 81 —
28824
Caiuriuller
SRP Hub MCP ⚡ Claim
Connects AI assistants to the Hub API, enabling them to manage resources such a…
 C 66 3⁄4 ◔ ⏳ 72 — — 35 81 —
28825
giskard09
SOMA Claim
Agent marketplace with human concierge. Submit service requests in natural lang…
 C 66 3⁄4 ◔ ⏳ 66 — — 46 81 —
28826
magnusquest
Provides access to the Start.gg GraphQL API for querying tournament information…
 C 66 3⁄4 ◔ ⏳ 60 — — 55 81 —
28827
akkilesh-a
A self-hosted Model Context Protocol server for Microsoft To Do. The key proble…
 C 66 3⁄4 ◔ ⏳ 72 — — 38 81 —
28828
vidursharma202-del
threadline-mcp ⚡ Claim 2
MCP server for Threadline — persistent memory and context layer for AI agents. …
 C 66 3⁄4 ◔ ⏳ 75 — — 30 81 —
28829
jgottlieb84
agentline-mcp ⚡ Claim
Gives AI agents phone numbers, email, SMS, and voice calls as MCP tools, enabli…
 C 66 3⁄4 ◔ ⏳ 66 — — 45 81 —
28830
Freddymhs
template-mcp ⚡ Claim
A TypeScript MCP server template with Zod validation, dual transport (stdio/HTT…
 C 66 3⁄4 ◔ ⏳ 72 — — 38 81 —
28831
ethanhan2014
SAP ADT MCP Server ⚡ Claim 1
An MCP server that enables AI assistants to interact with SAP systems via the A…
 C 66 3⁄4 ◔ ⏳ 75 — — 30 81 —
28832
BalaGanaparthi
Enables employee information lookup, directory listing, payroll access, and tim…
 C 66 3⁄4 ◔ ⏳ 78 — — 27 81 —
28833
skipodds Claim 1
Win probabilities for 13 sports: NFL, NBA, soccer, tennis, golf, cricket. No AP…
 C 66 2⁄5 ◔ — — 65 — 67 —
28834
advitrocks9
Provides structured, SQL-style query access to Notion databases, allowing Claud…
 C 66 3⁄4 ◔ ⏳ 72 — — 38 81 —
28835
LukasSevcik
Enables AI agents to manage SharePoint Online resources including lists, librar…
 C 66 3⁄4 ◔ ⏳ 72 — — 35 81 —
28836
paulieb89
PyP6Xer MCP Server ⚡ Claim
Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
 C 66 3⁄4 ◔ ⏳ 72 — — 36 81 —
28837
joeseesun
An MCP server that automates converting diverse content sources like WeChat art…
 C 66 3⁄4 ◔ ⏳ 55 — — 66 81 —
28838
CSOAI-ORG
MCP server for gdpr compliance ai. Features classify processing, lawful basis a…
 C 66 3⁄4 ◔ ⏳ 72 N/A N/A 37 81 —
28839
weatherapicom
WeatherAPI MCP Server ⚡ Claim 1
Real-time weather, forecasts, astronomy, marine data for 200+ countries
 C 66 3⁄4 ◔ ⏳ 78 — — 27 81 —
28840
tolegm
AstraNL Claim
Signed physical-reality checks for agents + cross-company coordination. No cust…
 C 66 3⁄4 ◔ ⏳ 66 — — 45 81 —
28841
slimbiggins007
fintools-mcp ⚡ Claim
Provides a comprehensive financial analysis toolkit for AI assistants, featurin…
 C 66 3⁄4 ◔ ⏳ 66 — — 47 81 —
28842
RoadMap-Tech
Geneva MCP brings production-grade forecasting directly into AI assistants and …
 C 66 3⁄4 ◔ ⏳ 66 — — 48 81 —
28843
MiKecantdothis
Enables access to a PostgreSQL database for brand-related data using Python. It…
 C 66 3⁄4 ◔ ⏳ 78 — — 25 81 —
28844
Brano80
m3x-mcp-server ⚡ Claim
Connect any AI agent to M3X — the private pool matching protocol for agent-to-a…
 C 66 3⁄4 ◔ ⏳ 66 — — 45 81 —
28845
cacack
vyos-mcp ⚡ Claim 2
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
 C 66 3⁄4 ◔ ⏳ 53 — — 67 81 —
28846
cajo-dk
A minimal MCP server that exposes a single tool to forward JSON reports from Ho…
 C 66 3⁄4 ◔ ⏳ 66 — — 48 81 —
28847
ComputeGauge
Provides cost intelligence and a reputation scoring system to help AI agents op…
 C 66 3⁄4 ◔ ⏳ 66 — — 46 81 —
28848
MeteorGeminy
Docs Vector MCP ⚡ Claim
Enables AI agents to semantically search GitHub repository documentation by aut…
 C 66 3⁄4 ◔ ⏳ 72 — — 38 81 —
28849
virtuowhizsalesforce-tech
A FastAPI-based MCP server designed for Salesforce Agentforce Registry integrat…
 C 66 3⁄4 ◔ ⏳ 78 — — 25 81 —
28850
lxyd-ai
Douyin MCP Server ⚡ Claim
Enables downloading watermark-free videos from Douyin (TikTok China) share link…
 C 65 3⁄4 ◔ ⏳ 66 — — 41 81 —
Showing 28801–28850 of 69365 servers
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