MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22201
chweyun
Enables querying and analyzing non-reimbursable medical treatment costs in Sout…
C 66 44 78 68 25 81
22202
DXHeroes
Aggregate multiple MCP servers into a single endpoint with web UI, OAuth 2.1, a…
C 66 43 64 45 N/A 59 95
22203
Nefrols
NTS_MCP_FS Claim
Transactional File System server for Model Context Protocol (MCP). Enterprise-g…
C 66 33 48 N/A N/A 59 95
22204
theraaz
Provides intelligent code context management and semantic search capabilities f…
C 66 44 94 33 42 80
22205
The-AI-Workshops
Enables interaction with JotForm's API to manage forms, submissions, folders, r…
C 66 44 88 41 43 80
22206
robinmordasiewicz
F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscript…
C 66 43 60 32 N/A 81 95
22207
milisp
mcp-linker Claim
mcp store manager, add & syncs MCP server configurations across clients like Cl…
C 66 43 64 40 N/A 75 89
22208
hpy6370-sys
Provides persistent long-term memory for AI agents with semantic search and act…
C 66 33 54 N/A N/A 46 95
22209
JonJam
MCP server providing weather tools with data sourced from AccuWeather.
C 66 33 54 N/A N/A 62 83
22210
peakmojo
agentic-mcp-client Claim
A standalone agent runner that executes tasks using MCP (Model Context Protocol…
C 66 43 84 31 N/A 44 95
22211
hyprmcp
mcp-gateway Claim
MCP OAuth Proxy incl. dynamic client registration (DCR), MCP prompt analytics a…
C 66 43 54 37 N/A 88 95
22212
willibrandon
A Model Context Protocol (MCP) server providing AI assistants with tools to sea…
C 66 33 58 N/A N/A 40 95
22213
PatrickRuddiman
Enables semantic search across indexed documents using vector embeddings. Index…
C 66 43 64 33 N/A 75 95
22214
dimitar-grigorov
Non-UTF-8/Unicode encoding: CP1251, CP1252, KOI8-R, ISO-8859 with auto-detection
C 66 43 60 38 N/A 74 95
22215
MarcusJellinghaus
MCP Code Checker Claim
Enables AI assistants to perform comprehensive code quality checks including py…
C 66 43 64 33 N/A 73 95
22216
kmoulder
screen-capture-mcp Claim 1
An MCP server that enables Claude Code and other MCP clients to take screenshot…
C 66 33 51 N/A N/A 53 95
22217
ARCXS-Protocol
mcp-server Claim 1
The DNS/SMTP for AI agents: cross-protocol discovery, messaging and transaction…
C 66 33 72 N/A N/A 32 83
22218
mybytecode
supabase Claim
C 66 43 54 62 N/A 57 92
22219
kivanccakmak
Yaver Claim
P2P dev-machine MCP for phone-driven coding agents: hot reload, builds, deploys.
C 66 33 48 56 95
22220
skydeckai
Enables semantic search and retrieval of personal and team knowledge from conne…
C 66 44 84 51 36 81
22221
moisesvilar
smithery-si Claim
C 66 33 66 N/A N/A 29 95
22222
ZachHandley
ZMCPTools Claim
A custom TypeScript MCP Server intended to be used with Claude Code
C 66 43 96 25 N/A 44 88
22223
traver88
gdb-mcp Claim
Enables AI assistants to control GDB debugger via MCP protocol for local and re…
C 66 33 54 N/A N/A 49 95
22224
daedalus
mcp-numpy Claim 1
An MCP server that exposes NumPy functionality
C 66 33 47 N/A N/A 58 95
22225
Baskaran03528
Enables Claude to interact directly with Figma Desktop for creating UI componen…
C 66 33 48 N/A N/A 59 95
22226
wegitor
guitar-pro-mcp Claim 2
A Message Control Protocol (MCP) server for manipulating Guitar Pro files. It p…
C 66 33 72 N/A N/A 16 95
22227
maricoxu
A unified remote terminal management server that simplifies complex SSH connect…
C 66 44 78 60 32 81
22228
0rkz
byte-protocol Claim
Per-byte USDC data feeds and oracles for AI agents. Verifiable, no token, no AP…
C 66 33 66 55 75
22229
daedalus
mcp-external-memory Claim 1
An MCP server that gives LLMs persistent, searchable semantic memory
C 66 33 39 N/A N/A 71 95
22230
the-momentum
Python boilerplate for creating AI agents, MCP servers, API microservices and m…
C 66 43 72 33 N/A 62 95
22231
justinmclean
Apache Health MCP Claim 2
An MCP server for querying and analyzing Apache Incubator podling health report…
C 66 33 63 N/A N/A 32 95
22232
jdlar1
Siigo MCP Server Claim
Enables integration with Colombian accounting software Siigo through its API. S…
C 66 44 72 66 35 81
22233
artemnovichkov
shortcuts-mcp-server
C 66 33 50 N/A N/A 55 95
22234
iosifache
annas-mcp Claim
MCP server and CLI tool for searching and downloading documents from Anna's Arc…
C 66 43 64 48 N/A 56 92
22235
galihfr09
Connects LLMs to the Quran API (alquran.cloud) to retrieve accurate Quranic tex…
C 66 43 94 25 N/A 36 95
22236
Arrayo
Reduces AI agent token usage by 90% via context compression and task checkpoint…
C 66 33 48 N/A N/A 58 95
22237
OmelchMichael
MCP Agent Mail Claim
A coordination layer for coding agents that provides identities, message thread…
C 66 44 78 41 58 80
22238
xkumakichi
veridict Claim
Know if you can trust your MCP server. Trust judgment for AI agents.
C 66 33 60 N/A N/A 37 95
22239
malaya-zemlya
TLS MCP Server Claim 1
Provides a unified tool for TLS certificate analysis with automatic OpenSSL int…
C 66 44 86 56 24 82
22240
sigbit
MCP Auth Proxy is a secure OAuth 2.1 authentication proxy for Model Context Pro…
C 66 43 54 43 N/A 83 90
22241
phields
Provides access to the Unusual Whales API for real-time financial data, options…
C 66 44 60 71 51 80
22242
maxfain
BasedAgents Claim
AI agent identity and reputation registry. Ed25519 cryptographic identity, proo…
C 66 43 60 42 75 90
22243
BCusack
Bybit MCP Server Claim
A comprehensive MCP server providing full access to Bybit's v5 API for real-tim…
C 66 44 84 61 28 77
22244
CtpN3m01
Connects MCP clients to MetaTrader 5 MetaEditor on Linux via Wine, enabling aut…
C 66 33 60 N/A N/A 36 95
22245
Logos-Flux
Mnemo Claim
Provides AI assistants with extended memory by loading large codebases, documen…
C 66 44 60 70 48 81
22246
mdfifty50-boop
a2a-bridge Claim
Agent-to-agent communication bridge for multi-agent systems
C 66 33 60 N/A N/A 37 95
22247
jeremycharlesgillespie
Enables comprehensive Excel operations and financial calculations including inv…
C 66 43 78 57 N/A 21 95
22248
mdfifty50-boop
token-lens Claim
Context window token analysis and budget management
C 66 33 60 N/A N/A 37 95
22249
xbotlive
btse-mcp Claim 2
An MCP server for the BTSE Futures API that allows AI agents to query market da…
C 66 43 63 41 72 92
22250
lianshuang-photo
Model Context Protocol server that enables AI assistants like Claude to access …
C 66 44 66 72 42 80
Showing 22201–22250 of 59993 servers
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