MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24901
Lee-Becky
mcp Claim
D 43 3⁄3 ◐ ⏳ 18 N/A N/A 15 95 —
24902
asklokesh
Azure ⚡ Claim 1
MCP server for Azure API integration
D 43 4⁄3 ◐ ⏳ 45 10 N/A 32 83 —
24903
moma1992
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 43 4⁄4 ◐ ⏳ 42 17 — 29 81 —
24904
jeweis
A service that converts OpenAPI specifications into MCP tools, enabling AI assi…
D 43 4⁄4 ◐ ⏳ 42 17 — 28 81 —
24905
cfsandoval
Enables interaction with Moodle learning management systems through the REST AP…
D 43 4⁄3 ◐ ⏳ 42 12 N/A 18 95 —
24906
belaymit
Routes requests to multiple downstream Model Context Protocol servers and provi…
D 43 4⁄4 ◐ ⏳ 48 15 — 23 81 —
24907
dependify
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
D 43 4⁄4 ◐ ⏳ 42 17 — 27 81 —
24908 D 43 4⁄3 ◐ ⏳ 42 12 N/A 19 95 —
24909 D 43 3⁄3 ◐ ⏳ 18 N/A N/A 15 95 —
24910
0xbuz3R
EMBA-MCP ⚡ Claim 1
An MCP server for EMBA firmware analysis that exposes structured security findi…
D 43 4⁄3 ◐ ⏳ 27 28 N/A 25 92 —
24911
logotype
FIXParser MCP Claim 1
Introducing the Agentic Trading Co-Pilot, a next-gen AI assistant powered by FI…
D 43 3⁄3 ◐ ⏳ 18 N/A N/A 15 95 —
24912
martinX308
synplex Claim
Inventory health scoring, landed cost calculation, and quick diagnosis tools fo…
D 43 3⁄3 ◐ ⏳ 18 N/A N/A 15 95 —
24913
asklokesh
Powerbi ⚡ Claim 1
MCP server for Power BI API integration
D 43 4⁄3 ◐ ⏳ 45 10 N/A 32 83 —
24914
Krishnahuex28
Enables interaction with self-hosted LLM models via Ollama and Supabase databas…
D 43 4⁄4 ◐ ⏳ 48 12 — 24 81 —
24915
saathvikpd
EmailAssistant ⚡ Claim
An MCP-compatible server that integrates with Gmail API to fetch and summarize …
D 43 4⁄4 ◐ ⏳ 50 12 — 23 81 —
24916
seung4027
seung4027 Claim 1
D 43 3⁄3 ◐ ⏳ 26 N/A N/A 1 95 —
24917
jiushan-test
Weather MCP Server ⚡ Claim 1
Enables weather queries using Baidu Maps API, providing real-time weather condi…
D 43 4⁄4 ◐ ⏳ 50 12 — 18 84 —
24918
asklokesh
Mailchimp ⚡ Claim 1
MCP server for Mailchimp API integration
D 43 4⁄3 ◐ ⏳ 45 10 N/A 32 83 —
24919
caiovicentino
Solana MCP Server ⚡ Claim 1
A Model Context Protocol server enabling AI agents to interact with the Solana …
D 43 4⁄4 ◐ ⏳ 27 25 — 40 82 —
24920
josdoaitran
A comprehensive server that integrates mobile testing frameworks with JIRA, gen…
D 43 4⁄3 ◐ ⏳ 42 12 N/A 19 95 —
24921
fefergrgrgrg
webdev-mcp ⚡ Claim 1
An MCP server providing web development tools such as screen capturing capabili…
D 43 4⁄3 ◐ ⏳ 19 20 N/A 44 95 —
24922
moksh555
GitHubMcpServer ⚡ Claim
Exposes GitHub REST API operations as AI-ready tools for managing repositories,…
D 43 4⁄4 ◐ ⏳ 62 0 — 30 74 —
24923
sanchorelaxo
NHL MCP Server ⚡ Claim
Provides access to live NHL data including player statistics, team standings, g…
D 43 4⁄4 ◐ ⏳ 48 21 — 16 81 —
24924
August1996
mcp-akshare ⚡ Claim
将akshare数据接口转换为MCP工具格式的Python项目
D 43 4⁄4 ◐ ⏳ 44 17 — 23 83 —
24925
berniecpa
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
D 43 4⁄4 ◐ ⏳ 42 17 — 27 83 —
24926
punitarani
sec-edgar Claim 1
D 43 4⁄3 ◐ ⏳ 32 18 N/A 28 95 —
24927
jlsmcgraw-tech
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
D 43 4⁄4 ◐ ⏳ 42 15 — 29 84 —
24928
parikshith49
An MCP server that enables users to query documents from Google Drive using AI …
D 43 4⁄3 ◐ ⏳ 31 22 N/A 21 95 —
24929
Sharath-ts-07
Enables AI models to access GitHub repository information and search local docu…
D 43 4⁄4 ◐ ⏳ 42 20 — 24 81 —
24930
asklokesh
Chanty ⚡ Claim 1
MCP server for Chanty API integration
D 43 4⁄3 ◐ ⏳ 45 7 N/A 32 83 —
24931 D 43 3⁄3 ◐ ⏳ 18 N/A N/A 15 95 —
24932
RoderickCloud
Hstar-0718 Claim
This is test server
D 43 3⁄3 ◐ ⏳ 18 N/A N/A 15 95 —
24933
not4yazwz
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 43 4⁄4 ◐ ⏳ 48 10 — 27 81 —
24934
RaghavC16
Brokerage-MCP ⚡ Claim 1
A Model Context Protocol server built with the mcp-framework designed to provid…
D 43 4⁄3 ◐ ⏳ 33 22 N/A 21 95 —
24935
SofiaPurtova
Enables AI agents to index and search across SQLite databases and CSV files to …
D 43 4⁄3 ◐ ⏳ 50 0 N/A 27 89 —
24936
apifox
Apifox MCP Server ⚡ Claim
A server that connects AI coding assistants like Cursor and Cline to Apifox API…
D 43 4⁄4 ◐ ⏳ 42 20 — 21 85 —
24937
ShotaNagafuchi
API Docs MCP Server ⚡ Claim 1
An MCP server that crawls API documentation websites and exposes their content …
D 43 4⁄4 ◐ ⏳ 41 25 — 19 80 —
24938
kirklubesit30908635-svg
Transforms business descriptions into structured AIS (Autokirk Interaction Stan…
D 43 4⁄4 ◐ ⏳ 42 22 — 21 81 —
24939
Lee-Becky
budget_api Claim
D 42 4⁄3 ◐ ⏳ 24 30 N/A 21 92 —
24940
namyoungpark-2
A fully automated system that analyzes Django REST Framework ViewSets to genera…
D 42 4⁄4 ◐ ⏳ 42 22 — 18 81 —
24941
ruifigueira
Enables AI assistants to perform web automation tasks such as navigation, typin…
D 42 4⁄4 ◐ ⏳ 42 17 — 22 84 —
24942
bmoir23
A Model Control Protocol server that enables AI assistants to control a browser…
D 42 4⁄4 ◐ ⏳ 42 17 — 21 84 —
24943
teifidebugger
Enables AI assistants to control a browser through Cloudflare Workers, allowing…
D 42 4⁄4 ◐ ⏳ 42 17 — 23 81 —
24944
beparykamrul-dev
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
D 42 4⁄4 ◐ ⏳ 42 17 — 26 81 —
24945
elvisleyva49
MCP Server Demo ⚡ Claim
A minimal WebSocket-based MCP server implementation that enables modern tool in…
D 42 4⁄4 ◐ ⏳ 42 20 — 21 81 —
24946
jbstanley2004
A Model Control Protocol server that enables AI assistants to control a browser…
D 42 4⁄4 ◐ ⏳ 42 17 — 21 81 —
24947
JunZero08
JunZero_08 Claim
My own Server
D 42 3⁄3 ◐ ⏳ 18 N/A N/A 12 95 —
24948
sent3nal
A server that enables AI assistants to control a browser through tools, allowin…
D 42 4⁄4 ◐ ⏳ 42 17 — 21 81 —
24949
dependify
Enables AI assistants to control a browser through Playwright running on Cloudf…
D 42 4⁄4 ◐ ⏳ 42 17 — 26 81 —
24950
dylanc1317-create
Manage leads and insights for NZ trade businesses via LeadCloser AI.
D 42 3⁄3 ◐ ⏳ 16 N/A N/A 15 95 —
Showing 24901–24950 of 69261 servers
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