MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25863
Scored
1565
Verified
16957
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31951
SaadAJ
Provides tools for querying 192 Riyadh districts with Arabic/English name suppo…
81
31952 N/A N/A
31953
oktopeak
clio-mcp Claim
Connect Claude to Clio with 15 tools for matters, contacts, tasks, billing, and…
N/A N/A
31954
pipeworx-io
superhero Claim
Superhero MCP — wraps akabab.github.io/superhero-api (free, no auth)
31955
soundstear
hggh Claim
sdas
N/A N/A
31956
WinstonFrankBot
subnetaiq Claim
Bittensor subnet intelligence — mineability scores, 1-click deploy scripts, mom…
31957
spfunctions
Calibrated world model for AI agents. 40 tools: world state, markets, trading. …
31958
frangoulutakenos
A hybrid MCP server that allows users to manage tasks through Claude Desktop or…
81
31959
xiaobenyang-com
context7-mcp Claim
Find the right library and instantly fetch current documentation for it. Get co…
N/A N/A 95
31960
vanmoose-apis
197 MCP tools from 74 developer APIs — screenshots, email, NLP, WHOIS, QR, PDF,…
N/A N/A 75
31961
openkash
MCP server for SAP ABAP development with 15 tools for ABAP objects, syntax, ATC…
N/A N/A
31962
kynto2001-ctrl
XRPL wallet risk scoring for AI agents. Returns ALLOW/CHALLENGE/BLOCK verdicts.
N/A N/A
31963 N/A N/A 95
31964
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
31965
subomi
Upload, organize, search, and transform images, videos, and files with AI-power…
N/A N/A 75
31966
orbisapi
Orbis is an API marketplace built for the agent era. The MCP server exposes 1,0…
81
31967
hiraishikentaro
Enable integration of WezTerm terminal emulator with external tools and resourc…
N/A N/A
31968
jyotsnaagrawal-sys
Access CenterPoint Connect to manage property, construction, and service operat…
N/A N/A
31969
TavernFinder Claim
Find tabletop events, venues, and games. RSVP, register, create events via pers…
31970
mustafa-karakoyun
weather-mcp1 Claim
N/A N/A
31971
sapientsai
Dokploy MCP server: manage apps, Docker Compose, databases, domains, backups, a…
N/A N/A
31972
scott-zj62
sncro Claim
sncro is a lightweight MCP relay and framework plugin system that lets AI codin…
81
31973
toreva
toreva Claim
Non-custodial execution primitives for Solana. Best-execution routing across Ju…
31974
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
31975
shabaaspay
shabaaspay Claim
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
81
31976 N/A N/A 95
31977
ZebpayRajesh
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
N/A N/A 75
31978
secureship
Secureship MCP gives AI assistants access to a multi-carrier shipping API cover…
81
31979
atharva-joshi77
An MCP server that provides LLMs with access to Acquia's Customer Data Platform…
31980
BrowserGenie
An MCP server that provides AI models with full browser automation capabilities…
N/A N/A
31981
Br0ski777
Unit conversion — length, weight, temperature, volume, speed, data. x402 micr…
31982
africa-api
MCP server for Africa API — access data on all 54 African countries through Cla…
N/A N/A
31983
wethti
An MCP server that exposes workflow actions, wizards, and specialized operation…
31984
PRDicta
Identity infrastructure for AI agents. Evolving persona, session continuity, se…
N/A N/A
31985
NektoNeo
mpc2 Claim
N/A N/A
31986
xue20010808
threatnews Claim
N/A N/A
31987 N/A N/A
31988
seayniclabs
Mooring Claim
Git and GitHub operations — repo status, diffs, branches, PRs, issues, and Acti…
N/A N/A
31989
CE-RISE-software
Deterministic SHACL-based assessment and comparison for digital passport data m…
N/A N/A
31990
lanru
Enhanced memory repository MCP service that enables building and querying tempo…
81
31991
rahuljava2807
Pipes Claude Code session output into Claude Chat — no more copy-paste between …
N/A N/A 95
31992
arrivets
Enables AI agents to query entities from Arkiv database chains using a SQL-like…
31993
tedahn
Enables persistent memory storage and retrieval for AI conversations using Mem0…
81
31994
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
31995
hermitsh-ai
shrimp Claim
Task manager for AI agents. Zero setup, nested trees, batch ops, local-first st…
N/A N/A 95
31996
jelle
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
31997
RedCiprianPater
NWO Robotics Claim
Control real robots and IoT devices through AI agents. Self-register with walle…
31998
josephjohansson
Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/…
31999
srotzin
HiveClear Claim
Multi-agent settlement and clearing with validator consensus
32000
Ruiren1
mcp_project Claim
N/A N/A 95
Showing 31951–32000 of 33449 servers
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