MCP Server Quality Scores

Independent quality analysis of 35110 public MCP servers

35110
Discovered
28942
Scored
2089
Verified
16951
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34551
ftaxats
Provide seamless access to SalesHandy API features including user profiles, cam…
N/A N/A 95
34552
Peterl561
A read-only interface for querying InstantDB that dynamically loads schemas and…
81
34553
evoluzion25
test-1 Claim
N/A N/A 95
34554
axel-belfort
Comprehensive on-page SEO audit API for AI agents. Analyze any URL: meta tags, …
81
34555
seb-8pd6
vistoya Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
81
34556
hwruchan
Enables management of Sangmyung University academic information including sched…
81
34557
brnbco
Hello Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
N/A N/A 95
34558
michaelrice
vcenter-mcp Claim
Provides tools to list, create, power on/off, and delete VMs on vCenter or ESXi…
34559
Secure-ISS
Enables natural language management of servers, deployments, and build pipeline…
81
34560
moechehabb
Arthur Claim 1
An MCP server that enables developers to summon AI development team agents dire…
N/A N/A 95
34561
merciless-artist
else_when Claim
N/A N/A 95
34562
earchibald
A state persistence layer that enables seamless handoffs between different AI c…
N/A N/A 95
34563
yurthankiyak
Provide tailored advice and recommendations through an MCP interface. Enable se…
N/A N/A 95
34564
david-choi-querypie
Say Hello Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
N/A N/A 95
34565
hwang-yh-cto
space-ocr Claim
Multilingual structured OCR with verified per-character bboxes for AI agents.
N/A N/A
34566
mezallastudio
Connects AI assistants to Blender for controlling 3D modeling operations throug…
N/A N/A 95
34567
git-fabric
An AI conversation management layer that enables creating chat sessions, persis…
81
34568
found402
Hallucination Detector — scores AI-generated output for hallucination risk. Det…
81
34569
wmarceau
Search and compare concert ticket prices across platforms
N/A N/A 75
34570
ProofStreamai
Enables AI agents to dispatch human verifiers for physical world tasks like pro…
34571
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
81
34572
Find verified appliance repair, HVAC, and plumbing technicians by location and …
N/A N/A 81
34573
BruceWilliamChen
Enables interactive React components to render inline in ChatGPT conversations,…
81
34574
illusionist-2
An MCP server that gives LLM clients access to a SQL Server database and the lo…
N/A N/A
34575 N/A N/A 95
34576
ismaeldosil
Enables interaction with Uruguayan financial products including loans, credit c…
81
34577
gordo-v1su4
Enables direct integration with NocoDB databases from Cursor IDE, providing com…
81
34578
NOVA-3951
Logo.dev Claim
Search and retrieve company logos by brand or domain. Customize size, format, a…
N/A N/A 95
34579
lab94
Frenchie Claim
Frenchie is an MCP-first multimodal utility for AI agents. It helps agents wor…
81
34580
Browse Power BI workspaces, run DAX queries, and page through large results.
N/A N/A 81
34581
MCP-Mirror
Enables querying financial data tables from Chinese financial websites (Tonghua…
N/A N/A 95
34582
null
This MCP (Model Context Protocol) server provides access to UNHCR data through …
81
34583
dick571
suna Claim
N/A N/A 95
34584 N/A N/A 95
34585
shemshallah
Agent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle m…
34586
bilalrana344
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
81
34587
MAG-Cie
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no c…
N/A N/A
34588
jharriGH
kje-mcp Claim
MCP server that enables Claude.ai to interact with Jim Brain's persistent memor…
34589
bartonguestier1725-collab
scout-mcp Claim
Multi-source search across code registries (GitHub, npm, PyPI), academic indexe…
81
34590
OdinBot33
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
N/A N/A 95
34591
hollaugo
Analyze stocks with concise summaries, recent SEC filings, analyst targets, and…
N/A N/A 95
34592
IAMSamuelRodda
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
81
34593
CSOAI-ORG
date-calculator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34594
consigcody94
Enables creation and manipulation of Microsoft Office files (Excel, Word, Power…
N/A N/A 95
34595
DrewDawson2027
Recast MCP Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
N/A N/A 95
34596
notasandy
Strict AI code reviewer powered by Groq. Finds bugs and vulnerabilities.
N/A N/A
34597
zerox12311
context7 Claim
N/A N/A 95
34598
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
N/A N/A 95
34599
vkuprin
site-spy Claim 1
MCP server for Site Spy — lets AI agents monitor websites for changes
N/A N/A 83
34600
ignitabull18
Enables interaction with Google's NotebookLM through natural language, allowing…
N/A N/A 95
Showing 34551–34600 of 35110 servers
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