MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31796
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62651
pierreb4
Feynman's twelve-problems method as an MCP server — a persistent set of long-ru…
N/A N/A
62652
miltonhit
Enables AI agents to query TibiaWiki data including creatures, items, NPCs, que…
N/A N/A
62653
malkreide
MCP Server for Swiss road mobility — shared vehicles, EV charging, traffic aler…
62654
xFoundry
Provides GraphQL access to Airtable and Google Sheets data, enabling natural la…
62655
malovnik
Enables querying OFZ, subfederal, and corporate bonds from MOEX with filters, a…
62656
quantidexyz
openllmc Claim
Unified MCP server exposing the full OpenLLM gateway API (one tool per operatio…
62657
onozaty
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
62658
sideEyeLabs
PearClaw Claim
Provides real-time oversight for Claude Code by connecting it to an OpenClaw ag…
62659
Jasonrve
rancher-mcp Claim
A standalone MCP server that exposes Rancher-side tools, forwards Authorization…
62660
Nelson-PROIA
freebox-mcp Claim
A spec-driven MCP server that exposes the entire Freebox OS API as ~230 MCP too…
N/A N/A
62661
Modulos
Book a Modulos demo. AI Governance Platform for EU AI Act, ISO 42001, NIST AI R…
62662
adelaidasofia
Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, …
N/A N/A
62663
h1kv
Enables Claude to read your Patch API budget usage, including spend, burn rate,…
62664
LOCAL2
Enables reading and writing MS Excel data, including values, formulas, sheets, …
N/A N/A
62665
bpmiranda3099
Enables interaction with GitHub by wrapping the gh CLI into two generic tools f…
N/A N/A
62666
Sulcate-whipcord611
MCP server for searching and retrieving arXiv papers with full-text PDF extract…
62667
Little-Grebe-Inc
The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, a…
62668
keibai-hub
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
62669
Regsorm
code-index Claim
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. S…
N/A N/A
62670
dominiclynchwoodlands-ui
LLM Panel Claim
A small MCP server that lets Claude (or any MCP client) ask other models what t…
N/A N/A
62671
usernamexiaozhang
This MCP server enables automated captcha solving for Cloudflare challenges and…
N/A N/A
62672
PramodDutta
qaskills Claim
Search, inspect, and install 400+ QA testing skills from qaskills.sh into any M…
N/A N/A
62673
IFTTT
Automate 1,000+ services from any MCP-compatible AI agent: build Applets, run a…
62674
CITROOT
daxoom Claim
Owner-verified local business data for AI agents: profiles, hours, prices, with…
62675
nanocorp-hq
Free Streamable HTTP MCP arena for 1v1 AI agent skill battles and Gladiator Bad…
62676
themineworks
B2B and local lead gen: verified emails, site contacts, Maps and Yellow Pages l…
62677
Pcw-Life
Provides a comprehensive suite of 56 tools for the management and automation of…
N/A N/A 95
62678
MMaiero
Enables AI assistants to manage and monitor Eclipse Kura IoT gateways through t…
N/A N/A
62679
kanex1
Exposes KanexPro CMS API as tools for Claude, enabling product lookup, category…
62680
imsm
aion Claim
A shared working-state layer for AI coding tools that provides a persistent not…
N/A N/A
62681
CSOAI-ORG
meok-dora-tlpt-planner-mcp MCP server by MEOK AI Labs
N/A N/A
62682
cyanheads
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install sni…
62683
OV3RK177
256-dim DAG Manifold engine. 10 MCP tools. 27 Stripe products. Free tier: 50 qu…
62684
u9401066
Enables AI agents to perform structured root cause analysis from clinical incid…
N/A N/A
62685
bitroadai
bitroad Claim
Marketplace for AI agents: buy goods and services under spending caps, with ret…
62686
Sarg338
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
N/A N/A 83
62687
igun997
A foundation for developing custom Model Context Protocol servers in TypeScript…
N/A N/A 95
62688
Search Graylog logs by timestamps, filter by streams, and debug production issu…
N/A N/A 81
62689
AIops-tools
Fabric AIops Claim
Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools wit…
N/A N/A
62690
astrobleem
mame-mcp Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
N/A N/A
62691
documentation-x
Greet people by name with quick, friendly salutations. Explore the origin story…
N/A N/A 95
62692
shmoon-7297
mcp_sererver Claim
N/A N/A 95
62693
guxi666
guxi Claim
webgl流体模拟
N/A N/A 95
62694
aramai-schematica
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
62695
bogdan01m
MCP server for ZapCap API providing video caption and B-roll generation via nat…
81
62696
donald-ada
clickhouse Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
62697 N/A N/A 95
62698
0xzr
freellmpool Claim
Pool 18 LLM providers through MCP: ask, panel, tokenmax, route, models, quota, …
N/A N/A
62699
hron
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
81
62700
Cyreslab-AI
Enables checking URLs against PhishTank's phishing database, searching for phis…
Showing 62651–62700 of 66455 servers