MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36751
PiMPStudios
Enables LLM-driven audio pipelines by controlling Audacity through mod-script-p…
N/A N/A
36752
Moonzhang
FlashCardMCP Claim
Converts JSON/CSV Markdown content into interactive flashcard pages with multip…
N/A N/A
36753
DekryptLabs
DLBrowser Claim
Self-healing web access for AI agents — recovers through bot blocks, captchas a…
N/A N/A
36754
yuhuangou
Wordware MCP Claim
A Master Control Program server that allows developers to run Wordware AI flows…
N/A N/A 95
36755
InnarM
Create free invoices from your AI assistant via a pre-filled blankinvoicemaker.…
N/A N/A
36756
christopher-buss
Enables AI agents to intelligently search and retrieve Roblox documentation thr…
81
36757
loonghao
DCC-MCP-IPC Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
36758
johndavedecano
A Model Context Protocol server that enables unified fuzzy searching across mul…
N/A N/A
36759
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
36760
bunizao
edstem-mcp Claim
MCP server for Ed Discussion that enables viewing profile, courses, lessons, th…
36761
yokowasis
A Model Context Protocol server for converting documents between formats such a…
N/A N/A
36762
agent1st-ads-mcp
Nolas-Shadow Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
N/A N/A 95
36763
mambalabsdev
Resolve company name, domain, or LinkedIn into one canonical identity with conf…
N/A N/A
36764
devp1
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
N/A N/A 95
36765
serenmind
A standalone MCP server for exploring the weclapp REST API v2, providing offlin…
36766
ad0750
regintel-mcp Claim
MCP server for the RegIntel API: regulatory data across 41 jurisdictions, 212 r…
N/A N/A
36767
CSOAI-ORG
agent-negotiation-mcp MCP server by MEOK AI Labs
36768
SandeshKhilari01
A local MCP server for creating, reading, and updating Google Sheets.
N/A N/A
36769
cizar
A generic task manager (like Monday, Jira, Trello) with MCP as its only interfa…
36770
sudhxnva
Enables AI assistants to connect to Handshake to search jobs, browse employers,…
36771
sanjana-pier39
negotiate-mcp Claim 1
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
81
36772
CSOAI-ORG
Agent MCP Router MCP — one router for the whole MEOK fleet. Holds 62 MEOK MCPs …
81
36773
lm203688
Enables AI to read Feishu documents, send messages, and manage calendars with a…
36774
hostsmith
Enables AI agents to deploy static files and get live HTTPS URLs instantly, wit…
36775
kmjm231
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
81
36776
salmankhan-prs
MCP-based code evaluation harness — sandboxed execution + LLM quality scoring.
N/A N/A
36777
Edomiyas888
Stateless HTTP MCP server enabling QuickBooks integration through CLI commands,…
36778
pipeworx-io
Bis Claim
BIS MCP — Bank for International Settlements statistics (no auth)
36779
praveen030686
Yantrix MCP Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
81
36780
Prekzursil
ocr-mcp Claim
A Model Context Protocol server that gives AI assistants OCR with first-class a…
N/A N/A
36781
mezallastudio
Connects AI assistants to Blender for controlling 3D modeling operations throug…
N/A N/A 95
36782 N/A N/A 95
36783
chanmeng666
archlang-mcp Claim
Compile, describe, lint, validate, score and repair multi-storey and curved Arc…
N/A N/A
36784
rgrz
A Model Context Protocol (MCP) server that enables AI assistants to query and u…
36785
BryanCaves
Enables access to Twitch API data for retrieving channel statistics, viewership…
81
36786
Vedic astrology MCP: 54 tools for charts, dashas, yogas, compatibility, muhurta…
N/A N/A 81
36787
satovarb16
runwayMCP Claim
runwayMCP enables job seekers to evaluate US job postings by automatically chec…
N/A N/A
36788
rschiefer
Enables AI agents to authenticate with websites using a real Chromium browser w…
N/A N/A 95
36789
osherai
Enables AI assistants to query Bullhorn CRM data using natural language through…
36790
GabMJ23
nyambot-mcp Claim
L'administration française pour vos agents IA : communes, géocodage, risques, D…
N/A N/A
36791
gtrotter13
thewardn-mcp Claim
Governance wrapper for MCP servers that intercepts and evaluates every Claude t…
N/A N/A
36792
vanticlabs
vantic Claim
Verify an AI agent's payment authority: signed mandates, allowlists, and tamper…
N/A N/A
36793
KunaniGaming
1,177 free agentic trading prompts for Claude and Robinhood MCP.
36794
gabrielmahia
nishati-mcp Claim
MCP server for Kenya energy — KPLC connection guidance, tariff calculator, off-…
N/A N/A
36795
CSOAI-ORG
currency-converter-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36796
alceniralcantara
Demonstrates using Playwright with the Model Context Protocol (MCP) to enable l…
N/A N/A
36797
0x-devc
Read-only MCP server for querying the live NOVAI blockchain over its public JSO…
N/A N/A
36798
AronLEEdev
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikT…
N/A N/A
36799
apatilgtn
Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps,…
N/A N/A
36800
mcp-edu
mcp-server Claim
N/A N/A 95
Showing 36751–36800 of 66549 servers
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