MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 14 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22151
Daniel09Fernandes
DMCPServer Claim
Dinos MCP Server, make your code, on MCP Action and execute by AI
C 66 3⁄3 ◐ ⏳ 48 N/A N/A 57 95 — PA
22152
maxfain
BasedAgents ⚡ Claim
AI agent identity and reputation registry. Ed25519 cryptographic identity, proo…
C 66 4⁄3 ◐ ⏳ 60 42 — 75 90 —
22153
darwinz
Enables Claude Desktop to securely access Amazon WorkMail email and calendar fu…
C 66 3⁄3 ◐ ⏳ 62 N/A N/A 35 95 —
22154
youichi-uda
godot-mcp-pro ⚡ Claim
Premium MCP server for Godot game engine with 84 tools for scene editing, scrip…
C 66 3⁄3 ◐ ⏳ 54 N/A N/A 46 95 —
22155
novitalabs
Novita MCP Server ⚡ Claim 1
An MCP server that enables seamless management of Novita AI platform resources,…
C 66 4⁄4 ◐ ⏳ 63 63 — 47 86 —
22156
Summit53
Provides 48 revenue intelligence tools that let AI assistants search deals, for…
C 66 3⁄3 ◐ ⏳ 64 — — 32 95 —
22157
lianshuang-photo
Model Context Protocol server that enables AI assistants like Claude to access …
C 66 4⁄4 ◐ ⏳ 66 72 — 42 80 —
22158
adamryczkowski
remove-background ⚡ Claim 1
A Model Context Protocol server for removing backgrounds from images using AI-p…
C 66 3⁄3 ◐ ⏳ 65 N/A N/A 28 95 —
22159
ZachHandley
ZMCPTools ⚡ Claim
A custom TypeScript MCP Server intended to be used with Claude Code
C 66 4⁄3 ◐ ⏳ 96 25 N/A 44 88 —
22160
malaya-zemlya
TLS MCP Server ⚡ Claim 1
Provides a unified tool for TLS certificate analysis with automatic OpenSSL int…
C 66 4⁄4 ◐ ⏳ 86 56 — 24 82 —
22161
theYahia
MoySklad MCP Server ⚡ Claim 1
MCP server for MoySklad (МойСклад) warehouse and CRM management API. 21 tools c…
C 66 3⁄3 ◐ ⏳ 57 — — 58 83 —
22162
mdfifty50-boop
qc-validator-mcp ⚡ Claim
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce…
C 66 3⁄3 ◐ ⏳ 60 N/A N/A 37 95 —
22163
Nefrols
NTS_MCP_FS ⚡ Claim
Transactional File System server for Model Context Protocol (MCP). Enterprise-g…
C 66 3⁄3 ◐ ⏳ 48 N/A N/A 59 95 —
22164
kmoulder
screen-capture-mcp ⚡ Claim 1
An MCP server that enables Claude Code and other MCP clients to take screenshot…
C 66 3⁄3 ◐ ⏳ 51 N/A N/A 53 95 —
22165
solomonneas
misp-mcp ⚡ Claim 1
An MCP server that enables LLMs to interact with MISP for threat intelligence s…
C 66 4⁄4 ◐ ⏳ 53 75 — 53 82 —
22166
LawrenceCirillo
QuickBase MCP Server ⚡ Claim 1
A Model Context Protocol server that provides comprehensive control over QuickB…
C 66 4⁄4 ◐ ⏳ 63 68 — 46 81 —
22167
nirholas
Enables AI agents to automate Twitter/X interactions with over 140 tools, requi…
C 66 4⁄3 ◐ ⏳ 64 43 — 64 95 —
22168
DaxianLee
A comprehensive plugin that enables AI assistants to interact with the Cocos Cr…
C 66 4⁄3 ◐ ⏳ 90 31 N/A 34 95 —
22169
iowarp
CLIO Slurm ⚡ Claim 1
MCP server for Slurm workload management and HPC job scheduling
C 66 4⁄3 ◐ ⏳ 35 70 N/A 75 92 —
22170
jangabrielsson
Enables AI assistants to interact with Fibaro Home Center 3 smart home systems …
C 66 4⁄4 ◐ ⏳ 96 36 — 44 76 —
22171
chweyun
Enables querying and analyzing non-reimbursable medical treatment costs in Sout…
C 66 4⁄4 ◐ ⏳ 78 68 — 25 81 —
22172
ignfab
geocontext ⚡ Claim
Provides spatial context and geographic data access for LLMs through France's G…
C 66 4⁄4 ◐ ⏳ 54 67 — 64 81 —
22173
duquesnay
A high-performance TypeScript server that enables interaction with Obsidian vau…
C 66 4⁄3 ◐ ⏳ 60 43 N/A 69 94 —
22174
CtpN3m01
Connects MCP clients to MetaTrader 5 MetaEditor on Linux via Wine, enabling aut…
C 66 3⁄3 ◐ ⏳ 60 N/A N/A 36 95 —
22175
dkruyt
A Model Context Protocol server that allows language models to manage Hetzner C…
C 66 4⁄4 ◐ ⏳ 73 68 — 41 76 —
22176
kurdin
GitHub Repos Manager MCP Server
C 66 4⁄4 ◐ ⏳ 82 57 — 29 81 —
22177
thomaswtwrt
Enables interaction with Smartsheet API to search, retrieve, create, update, an…
C 66 4⁄4 ◐ ⏳ 56 68 — 59 81 —
22178
blakerouse
ssh-mcp Claim
MCP server exposing SSH control for Linux and Windows servers. Allows long runn…
C 66 4⁄3 ◐ ⏳ 64 53 N/A 56 90 —
22179
FVEFWFE
Attio MCP Server ⚡ Claim
Enables AI assistants to interact with Attio CRM through natural language, prov…
C 66 4⁄4 ◐ ⏳ 84 46 — 44 81 —
22180
theraaz
Provides intelligent code context management and semantic search capabilities f…
C 66 4⁄4 ◐ ⏳ 94 33 — 42 80 —
22181
iosifache
annas-mcp Claim
MCP server and CLI tool for searching and downloading documents from Anna's Arc…
C 66 4⁄3 ◐ ⏳ 64 48 N/A 56 92 —
22182
alkoleft
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Пред…
C 66 3⁄3 ◐ ⏳ 48 N/A N/A 59 95 —
22183
The-AI-Workshops
Enables interaction with JotForm's API to manage forms, submissions, folders, r…
C 66 4⁄4 ◐ ⏳ 88 41 — 43 80 —
22184
advenimus
Conduit Claim
AI-powered connection manager with 60+ MCP tools for SSH terminal execution, RD…
C 66 3⁄3 ◐ ⏳ 58 N/A N/A 40 95 —
22185
ARCXS-Protocol
mcp-server Claim 1
The DNS/SMTP for AI agents: cross-protocol discovery, messaging and transaction…
C 66 3⁄3 ◐ ⏳ 72 N/A N/A 32 83 —
22186
mdfifty50-boop
agent-costcenter ⚡ Claim
Multi-agent billing and cost allocation tracking
C 66 3⁄3 ◐ ⏳ 60 N/A N/A 37 95 —
22187
DataZooDE
flapi Claim
API Framework heavily relying on the power of DuckDB and DuckDB extensions. Rea…
C 66 4⁄3 ◐ ⏳ 64 41 N/A 69 92 — C
22188
robinmordasiewicz
F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscript…
C 66 4⁄3 ◐ ⏳ 60 32 N/A 81 95 —
22189
N-lia
MonteWalk ⚡ Claim
Provides AI agents with institutional-grade quantitative finance tools includin…
C 66 4⁄4 ◐ ⏳ 84 43 — 49 81 —
22190
Telitask
telitask-mcp ⚡ Claim
TeliTask MCP server — manage contacts, tasks, and calls from AI assistants
C 66 3⁄3 ◐ ⏳ 52 N/A N/A 49 95 —
22191
jaggernaut007
nexus-mcp-ci ⚡ Claim
Unified MCP server combining hybrid search (vector + BM25 + code graph), struct…
C 66 4⁄3 ◐ ⏳ 64 37 N/A 71 92 —
22192
ariffazil
arifos-mcp ⚡ Claim
Constitutional AI governance server with 5-organ Trinity and enforced floors F1…
C 66 3⁄3 ◐ ⏳ 48 — — 59 95 —
22193
KamaruSama
mcp-sudo ⚡ Claim
Run sudo commands with a Fernet-encrypted password bound to machine-id + user.
C 66 3⁄3 ◐ ⏳ 60 N/A N/A 39 95 —
22194
musnows
RAG MCP Tool ⚡ Claim
Provides intelligent retrieval capabilities for local files by scanning directo…
C 66 4⁄3 ◐ ⏳ 62 71 N/A 29 95 —
22195
Stack-AI-MCP
A comprehensive MCP server providing unified access to over 144 tools for lendi…
C 66 4⁄4 ◐ ⏳ 78 68 — 29 76 —
22196
apecloud
K8s MCP Server ⚡ Claim
Enables LLMs like Claude to securely execute Kubernetes CLI tools (kubectl, hel…
C 66 4⁄4 ◐ ⏳ 54 65 — 67 80 —
22197
chaindead
telegram-mcp ⚡ Claim
Telegram API integration for accessing user data, managing dialogs (chats, chan…
C 66 4⁄3 ◐ ⏳ 60 37 N/A 75 95 —
22198
vllora
vllora Claim
Debug your AI agents
C 66 4⁄3 ◐ ⏳ 56 41 N/A 76 95 —
22199
Logos-Flux
Mnemo Claim
Provides AI assistants with extended memory by loading large codebases, documen…
C 66 4⁄4 ◐ ⏳ 60 70 — 48 81 —
22200
phields
Provides access to the Unusual Whales API for real-time financial data, options…
C 66 4⁄4 ◐ ⏳ 60 71 — 51 80 —
Showing 22151–22200 of 69236 servers
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