MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29230
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39801
falcoschaefer99-eng
muse-brain Claim
Relational memory substrate for AI agents with MCP tools, identity continuity, …
N/A N/A
39802
aemery13
Classify Polymarket wallets as human or bot, score their trading edge, read ope…
39803
apizarrocotes
pptx Claim
N/A N/A 95
39804
occasiolabs
occasio Claim
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.
N/A N/A
39805
srotzin
Hive MCP server implementing the EIP-712 over USB/DMK ledger-bridge integration…
39806
ai-caseylai
Enables seamless integration with WhatsApp through the Model Context Protocol, …
81
39807
re171113-byte
Provides comprehensive startup consulting services including commercial area an…
81
39808
ashlrai
webfetch Claim
License-first federated image search with attribution, dimensions, and download…
N/A N/A
39809
fastmcp-me
MCP server providing seamless integration with Trino and Iceberg for advanced d…
39810
kyw1419
copilot Claim
N/A N/A 95
39811
keioseung
DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와…
81
39812
mguozhen
Agent-native Amazon review intelligence — fetches verified reviews from 10 mark…
39813
axel-belfort
AI-powered research report generator API for AI agents. Generate structured res…
N/A N/A 95
39814
CSOAI-ORG
blockchain-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39815
CSOAI-ORG
resume-parser-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39816
RobertRigCollective
A proxy server that standardizes access to the Congress.gov API by automaticall…
N/A N/A 95
39817
liveplex-cpu
fiber Claim
Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic
N/A N/A 83
39818
barateza
An MCP server that indexes and retrieves Plesk documentation.
N/A N/A
39819
kritsxxxiva-sudo
n8n-mcp Claim
N/A N/A 95
39820 N/A N/A 95
39821
NamedIdentity
A Cloudflare Workers-based server that implements the Model Context Protocol (M…
81
39822
hyunseok-ctrl
An MCP server that enables natural language interaction with the Notion API, al…
N/A N/A 95
39823
kamath
Provide interactive graphing calculator capabilities to your agents, enabling t…
N/A N/A 95
39824
hashgraph-online
hol-guard Claim
AI antivirus for developer agents: protect Codex, Claude Code, Cursor, Gemini, …
N/A N/A
39825 N/A N/A 95
39826
pipeworx-io
Brave Search Claim
Brave Search MCP — independent web index (no Google/Bing dependency)
39827
neoai-agent
rds-mcp Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
39828
laddro-app
Resume tailoring, cover letters, PDF export, and job search via the Laddro Care…
39829
MCP-Mirror
Enables AI assistants to interact with Joplin notes through full-text search, r…
N/A N/A 95
39830
QVerisAI
Open-source toolkit for the QVeris capability routing network: CLI, MCP server,…
N/A N/A
39831
caliper
Occam Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
81
39832
OSoliman330
Enables users to manage data in a simple JSON file database through MCP tools a…
81
39833
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
39834
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
81
39835 N/A N/A 95
39836
Argo-RPG-Platform
argo-mcp Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
39837
CSOAI-ORG
iso-42001-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39838 N/A N/A 95
39839
navin
AI assistants are powerful, but sometimes you still need the human touch — a re…
N/A N/A 95
39840
hasdata
Direct access to 40+ scraping and search tools. Extract structured data from Go…
81
39841
sigitp-git
Enables access to Amazon Managed Prometheus workspaces through natural language…
81
39842
06ketan
substack-ops Claim 1
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
N/A N/A 83
39843
songyi-noh
Enables management of Azure Key Vault secrets and certificates, including creat…
81
39844
BlackMount-ai
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
N/A N/A
39845 N/A N/A 95
39846
coliving-search Claim 1
Search 14,000+ verified coliving and coworking spaces with pricing, amenities, …
N/A N/A 81
39847
kimjin8
Call For Me Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
39848
Null-Phnix
JobHound Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
N/A N/A
39849
lordolami
poldex Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
N/A N/A
39850
cdrn
sigil Claim
Local keystore + MCP server. Claude can sign EVM transactions but never sees th…
N/A N/A
Showing 39801–39850 of 40420 servers
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