MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64251
Simonoob
neovim-mcp Claim
Enables AI agents to navigate code using Neovim's LSP and Treesitter features, …
N/A N/A
64252
justoneapi
Exposes JustOneAPI endpoints as MCP tools, returning raw upstream JSON without …
64253
chriswinsatlife
Enhanced TickTick task management server that provides rich functionality inclu…
N/A N/A 95
64254
Synexiom-Labs
nodiom-mcp Claim
Enables AI agents to read, write, append, and delete content in Markdown files …
N/A N/A
64255
wealthi-ai
Read-only MCP server providing Wealthi's AI Coach with scoped access to student…
64256
UmutKDev
mal-mcp Claim
Exposes a user's MyAnimeList data (watch list, scores, statistics) as MCP tools…
64257
AiAgentKarl
Enables AI agents to access comprehensive sports data including football, baske…
81
64258
forgemeshlabs
x402 Ads MCP Claim
x402 Ads lets AI agents buy and verify ad placements with per-request USDC paym…
64259 N/A N/A 95
64260
ICJIA
axecap Claim
A lightweight local MCP server that runs axe-core accessibility audits via Play…
N/A N/A
64261
seanwinslow28
Audit, scaffold, and triage agent intent specs against a 9-section template.
N/A N/A
64262
pradeep895
Enables secure static analysis of Microsoft Office documents and related file t…
N/A N/A
64263
SyracuseUniversity
Provides a Model Context Protocol interface for managing and monitoring NetApp …
N/A N/A 95
64264
janedouat
mcp-test-2 Claim
N/A N/A 95
64265
rushit-simform
Integrates Zoho Projects, Git, and SonarQube to automate task management, branc…
64266
olo-dot-io
Uni-CLI Claim
Operations substrate for AI agents that use real software: 311 sites/tools, log…
N/A N/A
64267
YobieBen
A specialized web crawler and scraper for the US Patent and Trademark Office (U…
N/A N/A
64268 N/A N/A 95
64269
suavecito585
Provides access to 61 public digital libraries through a single unified interfa…
N/A N/A
64270
Donatoni
Accela MCP Claim
A Model Context Protocol server that wraps the Accela Construct API as a curate…
N/A N/A
64271
itarunnn
jp-lit-mcp Claim
An MCP server for Japanese literature research that provides unified search acr…
64272
pp-szkolenia
Enables AI agents to scrape job offers and filter them based on user-defined cr…
N/A N/A
64273
entroute
entroute Claim
Enables web search for AI agents with pay-per-search in USDC, no API keys neede…
64274
xiaobenyang-com
Organize and recall important context across projects. Save key details, retrie…
N/A N/A 95
64275
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
64276
tanushbhootra576
Vibe-Audit Claim
A multi-agent system that scans a JavaScript or TypeScript source file for unba…
N/A N/A
64277
harshalmittal4
Provides read-only issue and project management tools for Jira Server/DC, enabl…
N/A N/A
64278
isaganiesteron
Enables AI agents to manage multiple HighLevel CRM sub-accounts through a singl…
64279
CSOAI-ORG
BS 7121 lift-plan compliance for UK crane + hiab operators. Parts 1/3/4/5 claus…
N/A N/A
64280
WangYihang
Manage Multipass virtual machine instances, including launching, stopping, snap…
N/A N/A
64281
Raheem-19
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
N/A N/A
64282
r33drichards
minizinc-mcp Claim
Enables solving constraint satisfaction and optimization problems using MiniZin…
64283
zent7x
mcp-guard Claim
Adds security capabilities like port scanning, TLS inspection, DNS enumeration,…
N/A N/A
64284
IAfanasov
PackZoo Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
64285
fuwentao03
Enables AI agents to run comprehensive Chinese convertible bond analysis with 2…
64286
ssjunior
0-mcp Claim
Turns Django models into MCP tools and a REST API from a single class, and can …
81
64287
Whale0928
Enables automatic creation and management of weekly work reports in Korean thro…
N/A N/A 95
64288
yigitkonur
example-mcp-server-stdio
N/A N/A 95
64289
pipeworx-io
Provides satellite orbital elements (TLE / GP data) for any tracked object via …
64290
clpi
down-mcp Claim
N/A N/A 95
64291
lastmile-ai
Enables semantic and full-text search over the official Model Context Protocol …
64292
jacobcxdev
MCP server that integrates Google Gemini CLI with AI assistants, enabling large…
N/A N/A
64293
IAGeneration
Swagger MCP Claim
Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracti…
81
64294
thanhphat2609
A read-only MCP server that enables AI agents to explore database schemas and e…
64295
gitByEOS
Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via …
64296
cmudrc
su2-mcp Claim
Enables interaction with SU2 CFD solver for session lifecycle management, confi…
N/A N/A
64297
robertocirillo
Let existing MCP servers ask for missing required tool arguments through MCP el…
N/A N/A
64298
Agostynah
Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…
N/A N/A
64299
abrahamADSK
fpt-mcp Claim
MCP server for Autodesk Flow Production Tracking (ShotGrid) enabling AI assista…
N/A N/A
64300
mancubus77
ansible-aap Claim
Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
Showing 64251–64300 of 64636 servers