MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45551
Heartran
Enables local interaction with the Kanka worldbuilding API via MCP, supporting …
N/A N/A
45552
lesleslie
Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browse…
N/A N/A
45553
theamazingwolf
Enables any MCP-compatible AI tool to read and leverage Cursor's context files …
N/A N/A
45554
18089280501
yubin1230 Claim
N/A N/A 95
45555
Auxin-io
Generate a ready-to-run Python 'Hello, World!' script with streamable output. Q…
N/A N/A 95
45556
JacobiusMakes
twake-mcp Claim
Connects AI assistants to Linagora's Twake Workplace, enabling interaction with…
N/A N/A
45557
shivyadavus
Open Kioku Claim
Open Kioku is the local-first code intelligence and evidence layer for AI codin…
N/A N/A
45558
rokasklive
Source-code intelligence for agents, powered by OpenGrok and Go.
45559
ai-engineer-devansh-singh
Stream MCP Claim
Enables deployment of MCP servers over HTTP, providing ready-to-use tools for t…
N/A N/A
45560
louiscklaw
hko-mcp Claim
MCP server with basic demonstration of getting weather from Hong Kong Observato…
N/A N/A 95
45561
muslus
gwas-mcp Claim
Enables AI-powered access to major biological databases for GWAS, protein, vari…
N/A N/A
45562
Termi24
eyeot ERP Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
45563
Carbon-Arc
Carbon Arc Claim
The infrastructure for the AI economy: primitives for inference, agents, and de…
45564
madrus
Enables AI assistants to run Vitest tests and analyze code coverage, supporting…
N/A N/A
45565
fabrica-land
Gives AI agents access to tokenized real property data on the Fabrica protocol,…
45566
PrismAero
An advanced MCP server that gives AI assistants persistent memory with machine-…
N/A N/A
45567
dhamma-seeker
Search, cite, and compare the Pāli Canon (Tipiṭaka) — full coverage at parity w…
45568
kevinkiklee
Generates videos using Google Gemini Veo from text prompts with optional aspect…
45569
FoundryNet
Academic paper search, scientific literature, citation analysis, arXiv & semant…
45570
jors7
kadenzo-mcp Claim
Schedule, manage, generate, and analyze social posts across 11 networks (Instag…
45571
rakanalalami
Kamy Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
81
45572
trosinde
Enables AI assistants to interact with Azure DevOps projects, including work it…
N/A N/A
45573
CSOAI-ORG
AI-powered tax calculator ai MCP server for agents. Supports calculate income t…
N/A N/A
45574
thomhdnk
trello-mcp Claim
Enables MCP clients to read and update Trello boards, lists, cards, comments, a…
45575
whiteking64
Provides an OCR tool that extracts text from images using macOS's built-in Visi…
N/A N/A
45576
chrischall
zillow-mcp Claim
Zillow real-estate for Claude — search, property details, Zestimates, saved sea…
N/A N/A
45577
zueai
mcp-manager Claim
Simple Web UI to install and manage MCP servers for Claude Desktop App.
81
45578
abdelrahman-hsn
A Model Context Protocol server that connects your AI IDE to Jira. Query your t…
N/A N/A
45579
harrykeen18
Validate Claim
This MCP server assists founders in customer discovery by structuring hypothese…
N/A N/A
45580
neverinfamous
Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new …
N/A N/A
45581
wegotdocs
open-mcp Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
N/A N/A 95
45582
aesthetic-legalism5470
Enables AI assistants to analyze Korean financial disclosures (DART) with insid…
45583
CSOAI-ORG
customer-support-ai-mcp MCP server by MEOK AI Labs
N/A N/A
45584
11cafe
Provides a remote coding environment for AI to publish static websites as live …
45585
rober8b
governor Claim
Governor is an MCP server that acts as a safety belt for AI agent payments, pro…
N/A N/A
45586
Desko77
MCP server for generating, validating, converting, and searching managed 1C:Ent…
45587
htminuslab
Connects AI assistants to Siemens Questa Visualizer, enabling natural language …
N/A N/A
45588
tinyc0der
MCP server that enables accessing Jira and Confluence using browser cookies cap…
N/A N/A 95
45589
ahmedEid1
Read-only MCP over an agentic SLR workspace with per-claim citation verification
45590
atfinke
Fandango MCP Claim
Unofficial, read-only MCP server for Fandango showtimes and seat availability, …
45591
qualityclouds
Deterministic AI code review, with an audit record. Governance inside the agent…
45592
hyunlord
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
N/A N/A
45593
hackerxj2010
A production-ready MCP server with 24 tools for Stripe, Twilio, Resend, GitHub,…
45594
docentovich
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
N/A N/A
45595
Jasekeee
shelby-mcp Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
45596
candenizkocak
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
45597
AIops-tools
Queue AIops Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
N/A N/A
45598
pipeworx-io
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
45599
aldoleiva1
A production-quality MCP server for querying Cisco security advisories via the …
45600
0x67108864
A local-first MCP server providing persistent, searchable knowledge base via SQ…
N/A N/A
Showing 45551–45600 of 67197 servers
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