MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30088
Scored
2112
Verified
16953
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61851
kallusuvaidyam
Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) …
61852
1AQuantum
Provides AI assistants with advanced frontend debugging capabilities through 36…
N/A N/A 95
61853
dtjohnson83
Query OSHA safety standards (29 CFR 1910 & 1926) with plain-English summaries. …
N/A N/A 95
61854
hawk20605
deckbase Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
81
61855
rodneyelmore
Production-ready MCP server for BigQuery that translates natural language quest…
N/A N/A
61856
explorium-ai
Enables access to live company and contact data from Explorium's AgentSource pl…
N/A N/A
61857
joel-wehr
Integrates AI assistants with the Unity Editor for scene manipulation, asset ma…
N/A N/A
61858
Lee-Becky
google Claim
N/A N/A 95
61859
block-88
An MCP server that enables browser control agents to plan and execute UI tasks …
61860
jjeansilva
hashsign Claim
N/A N/A 95
61861
wiggitywhitney
A learning-focused MCP server with two tools: a static 'hello' tool and a 'poly…
N/A N/A
61862
srotzin
Hive MCP server implementing the EIP-712 over USB/DMK ledger-bridge integration…
61863
friendlygeorge
MCP server for Jira — search, create, update, transition issues, manage project…
N/A N/A
61864
nrfischer10
Search and verify U.S. business entities from official state filings. Covers NY…
61865
Fanfulla
An MCP server for real-time Italian railway data, enabling natural language que…
61866
thegoodguysla
myco-brain Claim
Myco Brain gives AI agents persistent, source-traceable memory and a knowledge …
61867
@itskaransingh
docling-mcp-dev Claim
N/A N/A 95
61868
jcafazzo
A comprehensive MCP server that bridges AI applications with FHIR healthcare da…
61869
Omprakash97
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
N/A N/A 95
61870
Morpheis
carapace-mcp Claim
Enables AI agents to semantically search and contribute insights to a shared kn…
N/A N/A
61871
iamsamuelfraga
A Model Context Protocol server that gives Claude (or any MCP-compatible LLM) d…
61872
klogins-hash
MCP server that enables SSH access and terminal commands for Railway containers…
N/A N/A
61873
softvoyagers
qrmint-api Claim
Free styled QR code generator API with custom colors, logos, frames, and batch …
95
61874
QalaLabs
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
61875
ragalgo
mcp- Claim
Get reliable daily close financial context for Korean stocks and crypto. Access…
N/A N/A 95
61876
alpadalar
A comprehensive MCP server for managing Active Directory environments through L…
61877
xue20010808
readfi1e_mcp Claim
N/A N/A 95
61878
seb-8pd6
vistoya Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
81
61879
NoveltyDreams
Biblical text analysis with textual criticism support. An MCP server for morpho…
N/A N/A
61880
alexobiwan-creator
A lightweight and customizable MCP server for Zotero that enables AI research t…
N/A N/A
61881
groupdocs-watermark
MCP server for GroupDocs.Watermark — add and search document watermarks via AI …
N/A N/A
61882
doctone
MCP server for the Inngest Cloud REST API to inspect functions, runs, and event…
N/A N/A
61883
kirill-markin
Read and write open-source flashcards through split read/write MCP tools.
61884
mgao
JobDataLake Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
81
61885
LionelHao
MCP server for PromptHub. Enables publishing, fetching, listing, updating, and …
61886
Auxin-io
miami-friend Claim
N/A N/A 95
61887
pipecat-ai
Enables voice conversations and screen capture for AI agents via MCP-compatible…
N/A N/A
61888
hyamie
datagate-mcp Claim
MCP server for the DataGate billing platform API, providing read-only tools to …
61889
Rowell-Holdings
Brings BlockDAG blockchain data to AI assistants, enabling natural language que…
61890
taco-ops
An MCP server that integrates with Siril astronomical image processing software…
N/A N/A
61891
charliecpeterson
edamcp Claim
An MCP server for Exploratory Data Analysis that automatically profiles dataset…
N/A N/A
61892
geraldo96
finwatch-mcp Claim
Enables natural language portfolio monitoring, risk analysis, and compliance ch…
N/A N/A
61893
SonnyLabs
Provides automated EU AI Act compliance tools, including risk classification, r…
61894
ziyacivan
drf-mcp Claim
Exposes Django REST Framework APIs as MCP tools for AI agents via the Model Con…
61895
ejwhite7
brandkit-mcp Claim
Expose a company's complete design system (colors, typography, logos, component…
N/A N/A
61896
gu-dsan6725
Exposes World Bank development data to AI agents via local CSV resources and li…
61897
lazymac2x
Cloudflare Workers MCP server: ai-changelog-writer
61898 N/A N/A 95
61899
Rastrian
Enables AI clients to manage Discord servers through natural language, offering…
61900
saju-from-seoul
Saju from Seoul — Korean Four Pillars (사주) over MCP: compute 년·월·일·시 pillars, F…
81
Showing 61851–61900 of 62098 servers