MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44801
mcp-fortress
Scan your connected services for vulnerabilities and malicious code. Monitor ru…
N/A N/A 95
44802
lyzetam
mcp-n8n Claim
MCP server for n8n workflow automation, enabling management of workflows, execu…
44803
whereayan
Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDA…
44804
AIWerk
Provides vehicle wheel and tyre fitment data for 10,000+ makes, models, and tri…
44805
Click2code
End-to-end Prior Authorization decision-support system with a multi-agent AI pi…
N/A N/A
44806
Yet Another Yandex Wiki MCP Server.
N/A N/A 81
44807
wawworld
dynalist-mcp Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
N/A N/A
44808
zhaoyuxuan
An MCP server agent that enables analysis of YouTube videos by extracting trans…
81
44809
sjcripps
AI-powered SEO and marketing tools for Claude, Cursor, and any MCP client. Rese…
81
44810
Metadrama
Obscura MCP Claim
MCP server adapter for Obscura Rust headless browser — web scraping with anti-d…
N/A N/A
44811
globalpocket
An MCP routing proxy that prevents LLMs from executing unintended tools. It sec…
N/A N/A
44812
aravindev
inkscape_mcp Claim
MCP server that lets AI agents drive Inkscape — interactively alongside the GUI…
N/A N/A
44813
BoltyBolterson
Provides AI agents with real-time, structured data feeds including news, trends…
44814
bshivarthyai
navanithmcp Claim
N/A N/A 95
44815
swesmith-repos
mcp2mqtt Claim 1
An MCP server that bridges the physical world and AI models by enabling natural…
81
44816
cyanheads
WA highway conditions, ferry schedules, vessel locations, toll rates, and borde…
44817
Streen9
React MCP Claim
Enable Claude AI to manage and interact with React applications seamlessly.
N/A N/A 95
44818
ralfbecher
MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed s…
44819
jessicayanwang
wiki-mcp Claim
N/A N/A 95
44820
Mearman
MCP server and CLI tool for interacting with the Wayback Machine without API ke…
N/A N/A
44821
sGuNk13
kuriflow-mcp Claim
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per …
N/A N/A
44822
geeks-accelerator
live-music Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
N/A N/A 83
44823
christopher-czaban
An open-source MCP server enabling AI assistants to interact with the Motion AP…
44824
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
81
44825
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
81
44826
AnavaAcap
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
N/A N/A 95
44827
JeremyVyska
Provides AI-powered assistance for Microsoft Business Central (BC) development,…
N/A N/A
44828
ihrpr
Enables programmatic interaction with Jupyter notebooks, allowing reading, edit…
N/A N/A
44829 N/A N/A 95
44830
bencousins22
ok Claim
N/A N/A 95
44831 N/A N/A 95
44832
pipeworx-io
Airnow Claim
EPA AirNow MCP — official US real-time AQI + forecast (free key)
44833
MATCHUP-LABS
Real-time NYC TLC for-hire vehicle license verification and renewal-window lead…
N/A N/A 83
44834
AlexMiaWat
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
44835
jmacaggi-gfm
Exposes Google Ads and Meta Marketing performance data, campaign settings, and …
N/A N/A
44836
dansever
portt-ai Claim
N/A N/A 95
44837
xue20010808
Enables exploration and search of local filesystems using glob pattern matching…
N/A N/A 95
44838
PierrunoYT
Provides access to the fal-ai/recraft/v3 image generation model for creating hi…
81
44839
esurovtsev
finance-mcp Claim
A minimal MCP server that converts company names to stock symbols and fetches f…
44840
Cmoen11
redm-mcp Claim
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, ox…
44841
CSOAI-ORG
Dataprivacy Ai automation via MCP. Includes classify personal data, assess lawf…
N/A N/A
44842
someaka
wayland-mcp Claim
Provides screenshot, analysis, mouse and keyboard control tools for modern Linu…
N/A N/A
44843
fetch-mcp Claim 1
HTTP fetch MCP server: SSRF protection, HTML-to-markdown, reader mode, metadata…
N/A N/A 81
44844
mcp Claim 1
Run accessibility & contrast audits and file QA issues from Claude Code, Cursor…
N/A N/A 81
44845
Derron-Knox
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
44846
focusgts
20 tools for Adobe Edge Delivery Services: preview, publish, analytics, and con…
N/A N/A
44847
MarcioKorpHub
Brazilian AI-powered accounting & tax automation: NFS-e invoicing, CBS/IBS tax …
44848
Mogacode-ma
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, v…
N/A N/A
44849
CSOAI-ORG
NIS2 Directive (EU 2022/2555) compliance for AI agents. 10 Article 21 risk-mana…
N/A N/A
44850
mcp Claim 1
AI agency API: 25 free tools for glossary, comparisons, blog, guides, and estim…
N/A N/A 76
Showing 44801–44850 of 45235 servers
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