MCP Server Quality Scores

Independent quality analysis of 35110 public MCP servers

35110
Discovered
28942
Scored
2089
Verified
16951
Complete

Last updated 2 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34751
globalpocket
mcp-reranker Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
34752
jerelvelarde
Chess MCP Claim
Play interactive chess games through conversation with move validation, Stockfi…
N/A N/A
34753
kambleakash0
ast-editor Claim
AST-targeted code editing MCP server with 28 surgical tools for structural edit…
N/A N/A
34754
vinaybhosle
Ocean container shipping intelligence for AI agents. 24 MCP tools covering: - …
81
34755
evmquery-com
evmquery-mcp Claim
Read any contract on any EVM chain through a single MCP endpoint. Ask question…
81
34756
automatikstudio
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
81
34757
rkashyapa
qualitastech Claim
N/A N/A 95
34758
yufeizhou666
Enables log analysis, searching, counting, and system metrics retrieval (CPU, m…
N/A N/A
34759
GodotH
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
81
34760 N/A N/A 95
34761
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
34762
yukikazechan
A Cloudflare Worker that implements an MCP server for searching and retrieving …
N/A N/A 95
34763
advisorfinder
Search, verify, and profile SEC-registered investment advisers. Powered by live…
N/A N/A 95
34764
Sdunga1
Enables interaction with Siemens Polarion requirements management system throug…
81
34765
WriftAI
test Claim
This is a testing server up for WriftAI.
81
34766
leecj
deepwiki Claim
N/A N/A 95
34767
1withall
domin8 Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
N/A N/A 95
34768
suliuer
hello Claim
N/A N/A 95
34769
henrique-coder
An advanced, high-performance Python client, MCP server, and REST API for rever…
N/A N/A
34770 N/A N/A 95
34771
kodleae614
aw4eqwsd Claim
N/A N/A 95
34772
adzuna
adzuna-mcp Claim
N/A N/A 95
34773
keen-mcp
MindMap Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
34774
hollaugo
Research stocks with concise summaries, financial statements, and sector insigh…
N/A N/A 95
34775
info-00wt
HemmaBo Claim 1
MCP server for vacation rental direct bookings. Search properties, check availa…
81
34776
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
34777
Showyilu
stayzi Claim
N/A N/A 95
34778
game_dev
gdep Claim
🎮 gdep — Game Codebase Analysis Tool Understand a Unity/UE5/Axmol project in 0.…
N/A N/A 95
34779
JigsawStack
Detect Objects using JigsawStack's AI Models.
N/A N/A 95
34780
superyw123
teste Claim
N/A N/A 95
34781
gabemempin
telegram Claim
N/A N/A 95
34782
cpretzinger
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
N/A N/A 95
34783
PierrunoYT
Enables AI-powered image generation using the Ideogram V3 Balanced model via Re…
81
34784
MadLlama25
A production-ready server that connects Claude Desktop to Firewalla network man…
81
34785
crypto-bytes Claim 1
Crypto Bytes MCP Server
N/A N/A 81
34786
jkmills
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
34787
pengc0066-star
slurm_MCP Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
34788
nangman-infra
touch-browser Claim
Evidence-grounded web research for AI agents. Verifies page-local claims with c…
N/A N/A 95
34789
sumithasb
Enables seamless integration with FHIR APIs for healthcare applications, allowi…
81
34790
dinhogehm
nuria-mcp Claim
N/A N/A 95
34791
sustinbebustin
citadel-mcp Claim
MCP server bundling per-stack documentation tools for coding agents.
N/A N/A
34792
radiahq
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
N/A N/A 95
34793
rrbanda
lol-mcp Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
81
34794
voidmob
voidmob-mcp Claim
VoidMob MCP server for mobile proxies, non-VoIP SMS verifications, and global e…
N/A N/A 95
34795
ShunsukeHayashi
Enables AI-driven orchestration of GitHub development workflows including autom…
81
34796 N/A N/A 95
34797
zeljkolivaja
A local Model Context Protocol server that enables secure interaction with self…
N/A N/A 95
34798
seanshin0214
AI-powered quantitative research assistant with 45 tools for causal inference m…
N/A N/A 95
34799
wander8jackson
avocado-ai Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
81
34800
hsiangjenli
A DevOps-friendly template for building MCP servers with CI/CD, Docker support,…
81
Showing 34751–34800 of 35110 servers
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