MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30093
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32251
rodneyelmore
Production-ready MCP server for BigQuery that translates natural language quest…
N/A N/A
32252
explorium-ai
Enables access to live company and contact data from Explorium's AgentSource pl…
N/A N/A
32253
joel-wehr
Integrates AI assistants with the Unity Editor for scene manipulation, asset ma…
N/A N/A
32254
Lee-Becky
google Claim
N/A N/A 95
32255
block-88
An MCP server that enables browser control agents to plan and execute UI tasks …
32256
jjeansilva
hashsign Claim
N/A N/A 95
32257
wiggitywhitney
A learning-focused MCP server with two tools: a static 'hello' tool and a 'poly…
N/A N/A
32258
srotzin
Hive MCP server implementing the EIP-712 over USB/DMK ledger-bridge integration…
32259
friendlygeorge
MCP server for Jira — search, create, update, transition issues, manage project…
N/A N/A
32260
nrfischer10
Search and verify U.S. business entities from official state filings. Covers NY…
32261
Fanfulla
An MCP server for real-time Italian railway data, enabling natural language que…
32262
thegoodguysla
myco-brain Claim
Myco Brain gives AI agents persistent, source-traceable memory and a knowledge …
32263
@itskaransingh
docling-mcp-dev Claim
N/A N/A 95
32264
jcafazzo
A comprehensive MCP server that bridges AI applications with FHIR healthcare da…
32265
Omprakash97
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
N/A N/A 95
32266
Morpheis
carapace-mcp Claim
Enables AI agents to semantically search and contribute insights to a shared kn…
N/A N/A
32267
iamsamuelfraga
A Model Context Protocol server that gives Claude (or any MCP-compatible LLM) d…
32268
klogins-hash
MCP server that enables SSH access and terminal commands for Railway containers…
N/A N/A
32269
softvoyagers
qrmint-api Claim
Free styled QR code generator API with custom colors, logos, frames, and batch …
95
32270
QalaLabs
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
32271
ragalgo
mcp- Claim
Get reliable daily close financial context for Korean stocks and crypto. Access…
N/A N/A 95
32272
alpadalar
A comprehensive MCP server for managing Active Directory environments through L…
32273
xue20010808
readfi1e_mcp Claim
N/A N/A 95
32274
seb-8pd6
vistoya Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
81
32275
NoveltyDreams
Biblical text analysis with textual criticism support. An MCP server for morpho…
N/A N/A
32276
alexobiwan-creator
A lightweight and customizable MCP server for Zotero that enables AI research t…
N/A N/A
32277
groupdocs-watermark
MCP server for GroupDocs.Watermark — add and search document watermarks via AI …
N/A N/A
32278
doctone
MCP server for the Inngest Cloud REST API to inspect functions, runs, and event…
N/A N/A
32279
kirill-markin
Read and write open-source flashcards through split read/write MCP tools.
32280
mgao
JobDataLake Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
81
32281
LionelHao
MCP server for PromptHub. Enables publishing, fetching, listing, updating, and …
32282
Auxin-io
miami-friend Claim
N/A N/A 95
32283
pipecat-ai
Enables voice conversations and screen capture for AI agents via MCP-compatible…
N/A N/A
32284
hyamie
datagate-mcp Claim
MCP server for the DataGate billing platform API, providing read-only tools to …
32285
Rowell-Holdings
Brings BlockDAG blockchain data to AI assistants, enabling natural language que…
32286
taco-ops
An MCP server that integrates with Siril astronomical image processing software…
N/A N/A
32287
charliecpeterson
edamcp Claim
An MCP server for Exploratory Data Analysis that automatically profiles dataset…
N/A N/A
32288
geraldo96
finwatch-mcp Claim
Enables natural language portfolio monitoring, risk analysis, and compliance ch…
N/A N/A
32289
SonnyLabs
Provides automated EU AI Act compliance tools, including risk classification, r…
32290
xiaobenyang-com
fund-mcp Claim
Search stock information, list knowledge base entries, and echo messages for qu…
N/A N/A 95
32291
AmeliaMiddleton
An MCP server that wraps the TMDB API, enabling search of movies and TV shows, …
32292
bittlebitsai
GEO scores and content-rewrite suggestions for any web page, as MCP tools.
32293
MCP-Mirror
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
81
32294
cloud9-labs
Provides full access to the Notion API, enabling search, creation, and manageme…
32295
sahilyadav902
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
N/A N/A
32296
feelautom
tia-connect Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
N/A N/A 95
32297
KK9457
czxs5 Claim
N/A N/A 95
32298
Vangardo
MCP Hub Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
32299
soydachi
An MCP server that automates CI/CD pipeline creation, analysis, and security en…
32300
gabrielmrojas
An MCP server for PDF utilities including text extraction, metadata, merge/spli…
Showing 32251–32300 of 62098 servers
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