MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21051
Oaklight
weilink Claim
Zero-dependency Python SDK for WeChat Bot (iLink protocol) — text, image, video…
B 72 33 54 N/A N/A 71 95
21052
i3T4AN
Enables AI assistants to control network bandwidth, monitor traffic, and manage…
B 72 33 76 N/A N/A 36 95
21053
CSOAI-ORG
EU Digital Omnibus AI Act tracker - Track delay status by article. First-mover …
B 72 33 66 N/A N/A 53 95
21054
the-nine-nation
Flag MCP Claim
Enables human-in-the-loop interaction for AI coding workflows through native de…
B 72 33 66 N/A N/A 50 95
21055
sschmitt-cg
scrivener-mcp Claim 1
Local MCP server that exposes Scrivener projects to AI clients, enabling projec…
B 72 33 78 N/A N/A 31 95
21056
FajarArrizki
Enables AI assistants to perform cryptocurrency trading analysis and execution …
B 72 44 88 53 59 81
21057
mbentham
SqlAugur Claim
SQL Server MCP server with AST-based query validation, read-only safety, schema…
B 72 33 58 N/A N/A 66 95
21058
dadang11
cryptoiz Claim
Solana DEX whale intelligence: alpha, divergence, accumulation, BTC regime via …
B 72 33 72 N/A N/A 70 75
21059
2389-research
claude-plugins Claim
28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, it…
B 72 33 60 N/A N/A 60 95
21060
yogeshhrathod
Jira MCP Server Claim
Enables comprehensive interaction with self-hosted Jira instances using Persona…
B 72 44 78 70 51 81
21061
eyaushev
swagger-testcase-mcp Claim 1
MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swag…
B 72 33 67 N/A N/A 50 95
21062
gbesse
Enables users to search and monitor European regulatory publications including …
B 72 33 78 N/A N/A 30 95
21063
aidemd-mcp
server Claim
MCP server that teaches any AI agent the AIDE methodology via progressive discl…
B 72 33 60 N/A N/A 62 95
21064
Samik081
Komodo MCP Server Claim
Manage Komodo through AI assistants
B 72 43 90 43 N/A 76 77
21065
FrkAk
mymir Claim
Project management for the agentic engineering era.
B 72 33 58 N/A N/A 66 95
21066
DMontgomery40
pentest-mcp Claim
NOT for educational purposes: An MCP server for professional penetration tester…
B 72 43 96 27 N/A 64 95
21067
Erudika
para Claim
The Para MCP server exposes Para's backend services over the Model Context Prot…
B 72 33 54 N/A N/A 71 95
21068
acabala
apidog-tests-mcp Claim 1
MCP server for managing Apidog test cases, scenarios, suites, and test data
B 72 43 63 71 N/A 71 84
21069
art22017
Enables LLMs to search and retrieve exam problems, solutions, and answers from …
B 72 44 88 61 48 82
21070
thekogit
file-writer-mcp Claim
Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx forma…
B 72 33 78 N/A N/A 32 95
21071
fleek-platform
eliza-plugin-mcp Claim
ElizaOS plugin allowing agents to connect to MCP servers
B 72 43 88 61 N/A 31 95
21072
isiahw1
An MCP (Model Context Protocol) server that provides access to Bing Webmaster T…
B 72 44 88 38 77 81
21073
decocms
mesh Claim
One secure endpoint for every MCP server. Deploy anywhere.
B 72 43 90 43 N/A 54 92
21074
windalfin
ClickUp MCP Server Claim 2
Integrate ClickUp tasks with AI applications to streamline your project managem…
B 72 44 85 67 N/A 51 77
21075
johndev38
A TypeScript MCP server that validates codebases against configurable rules. It…
B 72 33 78 N/A N/A 31 95
21076
zerdos
A comprehensive server enabling natural language interaction with Storyblok CMS…
B 72 44 86 71 34 82
21077
FixtureForge
timeweaver-mcp Claim 1
Synthetic time-series test data with trend, seasonality, noise, and anomalies, …
B 71 33 76 N/A N/A 32 95
21078
iris-eval
mcp-server Claim
MCP-native agent evaluation and observability server with trace logging, output…
B 71 43 54 70 92 78
21079
anupsahu
GitLab MCP Server Claim
Enables interaction with GitLab repositories through secure OAuth 2.0 authentic…
B 71 44 78 70 46 81
21080
mlintangmz2765
scholar Claim
Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) w…
B 71 33 72 N/A N/A 65 75
21081
makririch
einvoice-mcp Claim 1
MCP server for DACH e-invoicing. Create XRechnung (UBL) and ZUGFeRD 2.3 (Factur…
B 71 33 72 N/A N/A 39 95
21082
Jtewen
An MCP to give AI agents extensive knowledge of your personal finances and cont…
B 71 44 78 65 55 81
21083
mattlong-plux
hostaway Claim
Hostaway PMS: reservations, listings, calendars, financials, and guest messagin…
B 71 33 78 N/A N/A 42 83
21084
severalnines
Enables management of CCX database clusters through AI assistants, supporting o…
B 71 43 72 72 39 92
21085
andrewlwn77
NocoDB MCP Server Claim 1
Enables AI agents to interact with NocoDB databases for managing tables, record…
B 71 44 78 68 50 80
21086
mhajder
Ghostfolio MCP Server Claim 2
Provides programmable access to Ghostfolio portfolio management and financial d…
B 71 33 57 78 83
21087
10iii
air Claim
AI-optimized tool output compression for read, grep, diff, bash, test, web, sea…
B 71 33 48 N/A N/A 79 95
21088
l33tdawg
sage Claim
Institutional memory for AI agents with real BFT consensus. 4 application valid…
B 71 43 56 63 N/A 80 91
21089
pageguard
pageguard-mcp Claim
Scan any project or website for privacy compliance issues directly in your AI c…
B 71 33 72 55 83
21090
laHeud
Kodi MCP Server Claim
Enables control of Kodi media center through MCP protocol, supporting playback …
B 71 44 84 67 40 81
21091
dgtalquantumleap-ai
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
B 71 33 78 N/A N/A 42 83
21092
node-man
dechonet-mcp Claim
Domain security reconnaissance for AI agents. 13 tools — DNS + DNSSEC, SSL/TLS …
B 71 33 72 37 95
21093
macOS26
Agent Claim
Agent! Is a native macOS App that works with any LLM [local and cloud], [open s…
B 71 33 58 N/A N/A 61 95
21094
wkoutre
Linear MCP Server Claim
Enables AI assistants to interact with Linear's project management system throu…
B 71 44 94 62 30 82
21095
LocalSynapse
LocalSynapse Claim
Offline AI-powered local file search MCP server for Windows. Searches inside do…
B 71 33 58 N/A N/A 60 95
21096
rinadelph
Agent-MCP Claim
A framework for creating multi-agent systems using MCP for coordinated AI colla…
B 71 43 90 37 N/A 63 89
21097
superman2003
superman-mcp Claim
A Cursor enhancement plugin that provides multi-session MCP functionality, a me…
B 71 33 66 N/A N/A 49 95
21098
metricprovenance
Runtime governance enforcement for AI agents. Validates data payloads against s…
B 71 33 72 N/A N/A 38 95
21099
aplaceforallmystuff
mcp-arr Claim 3
MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr
B 71 33 75 N/A N/A 82 58
21100
launchnotes
Enables management of LaunchNotes projects and announcements through natural la…
B 71 44 80 71 45 81
Showing 21051–21100 of 66518 servers
« Prev 1 420 421 422 423 424 1331 Next »