MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17201
Automattic
Acts as a bridge between local MCP clients and WordPress websites, enabling com…
B 72 4⁄4 ◎ ⏳ 72 71 — 59 82 —
17202
vincario
vehicle-data ⚡ Claim
Vehicle data for AI: VIN decoder, automotive specs, stolen checks, valuation an…
B 72 5⁄5 ◎ ⏳ 78 66 90 32 81 —
17203
Good-Samaritan-Software-LLC
Provides complete FreshBooks integration with 87 tools covering accounting, inv…
B 72 4⁄4 ◎ ⏳ 75 75 — 53 81 —
17204
srotzin
Agent-to-agent capability exchange and prediction markets
B 72 5⁄5 ◎ ⏳ 86 52 98 32 81 —
17205
xiaobenyang-com
An MCP server for obtaining the README content, metadata and search function of…
B 71 5⁄3 ◎ ⏳ 63 66 81 45 95 —
17206
ubaumann
mkdocs-mcp ⚡ Claim 1
Enables interaction with MkDocs documentation through the MCP protocol, allowin…
B 71 4⁄4 ◎ ⏳ 41 87 N/A 69 95 —
17207
SEO-Review-Tools
Get access to real-time SEO data, including: keyword insights, backlink data, t…
B 71 4⁄4 ◎ ⏳ 96 67 — 28 76 —
17208
Doist
Enables AI agents to access and modify Todoist accounts to manage tasks and pro…
B 71 4⁄4 ◎ ⏳ 100 10 — 90 80 —
17209
guycochran
Enables natural language control of Blackmagic ATEM video switchers via the Mod…
B 71 4⁄4 ◎ ⏳ 78 70 N/A 55 76 —
17210
xiaobenyang-com
A model Context Protocol (MCP) server that provides access to the Philippine St…
B 71 5⁄3 ◎ ⏳ 72 66 72 45 95 —
17211
konokenj
CDK API MCP Server ⚡ Claim
Provides offline access to AWS CDK API references and integration test code sam…
B 71 4⁄4 ◎ ⏳ 60 87 — 54 81 —
17212
gcorroto
SVN MCP Server ⚡ Claim
A complete Model Context Protocol server for Subversion (SVN) integration, desi…
B 71 4⁄4 ◎ ⏳ 54 100 — 47 81 —
17213
tethiro
An MCP server that maintains conversation context for the Claude CLI across mul…
B 70 4⁄4 ◎ ⏳ 51 82 N/A 55 95 —
17214
ImRonAI
agent-toolkit ⚡ Claim
B 70 4⁄4 ◎ ⏳ 76 67 N/A 50 82 —
17215
joinQuantish
Kalshi MCP Server ⚡ Claim
Self-hosted MCP server for trading on Kalshi prediction markets via DFlow on So…
B 70 4⁄4 ◎ ⏳ 90 62 — 39 76 —
17216
jtwolfe
OParl MCP Server ⚡ Claim
Provides AI models with seamless access to OParl parliamentary data APIs throug…
B 70 4⁄4 ◎ ⏳ 56 87 — 56 81 —
17217
finedesignz
Provides comprehensive access to the Commission Junction affiliate network API …
C 69 5⁄5 ◎ ⏳ 78 84 53 35 82 —
17218
erova
Connects AI coding assistants to a team prototype hub for deploying, sharing, a…
C 69 4⁄4 ◎ ⏳ 90 67 — 35 70 —
17219
devstroop
YouTrack MCP Server ⚡ Claim 1
Enables AI assistants to interact with JetBrains YouTrack 2025.2 for managing i…
C 69 4⁄4 ◎ ⏳ 94 43 — 43 82 —
17220
leshchenko1979
fast-mcp-telegram ⚡ Claim
Telegram MCP server with direct API/curl access, multi-user Bearer auth, HTTP-M…
C 69 5⁄3 ◎ ⏳ 94 75 0 79 95 —
17221
writingmate
Enables AI image generation through multiple providers including OpenAI GPT-Ima…
C 69 4⁄4 ◎ ⏳ 60 82 — 53 81 —
17222
SidneyBissoli
senado-br-mcp ⚡ Claim 2
MCP Server for Brazilian Federal Senate open data (legislators, bills, votes)
C 69 4⁄4 ◎ ⏳ 57 75 N/A 66 82 —
17223
AgentSeal
agentseal Claim
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP …
C 69 4⁄4 ◎ ⏳ 94 40 N/A 53 80 —
17224
302ai
A Model Context Protocol (MCP) server for Claude Desktop that connects to 302AI…
C 69 4⁄4 ◎ ⏳ 48 92 — 50 86 —
17225
tomtom-international
tomtom-maps-mcp ⚡ Claim
A Model Context Protocol (MCP) server providing TomTom's location services, sea…
C 68 4⁄4 ◎ ⏳ 100 0 N/A 86 81 —
17226
agenticempire
Axint ⚡ Claim
Compiler and repair loop for agent-built Apple apps: App Intents, SwiftUI, Widg…
C 68 4⁄4 ◎ ⏳ 96 0 — 95 81 —
17227
xiaobenyang-com
Search-Movie Claim
An intelligent movie and TV series resource search tool based on Model Context …
C 68 5⁄3 ◎ ⏳ 72 43 80 45 95 —
17228
xiaobenyang-com
CodeGuard MCP is a real-time AI code security scanning tool used to detect vuln…
C 68 5⁄3 ◎ ⏳ 72 43 78 45 95 —
17229
Spritualkb
A TypeScript-based MCP server that implements a simple notes system, allowing u…
C 68 4⁄4 ◎ ⏳ 78 65 N/A 20 95 —
17230
wagonbomb
Megaraptor MCP ⚡ Claim
Enables AI assistants to interact with the Velociraptor digital forensics and i…
C 68 4⁄4 ◎ ⏳ 56 87 — 45 81 —
17231
kennethdsheridan
MCP-GET ⚡ Claim
A unified Model Context Protocol server that provides a consistent interface fo…
C 68 4⁄4 ◎ ⏳ 70 87 — 21 81 —
17232
huoshuiai42
huoshui-fetch Claim 1
An MCP server that provides tools for fetching, converting, and extracting data…
C 68 4⁄4 ◎ ⏳ 45 82 N/A 51 95 —
17233
RaulSimpetru
zotero-library-mcp ⚡ Claim 2
Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library
C 68 4⁄4 ◎ ⏳ 72 82 N/A 32 75 —
17234
avivsinai
langfuse-mcp ⚡ Claim
Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. …
C 67 4⁄4 ◎ ⏳ 64 41 — 88 80 —
17235
tatsuju
opdstar-nhi-mcp ⚡ Claim 1
Taiwan's first public MCP server for National Health Insurance (NHI) data — 234…
C 67 4⁄4 ◎ ⏳ 96 0 — 87 81 —
17236
caijianying
Email-MCP ⚡ Claim 1
An MCP server that enables AI assistants to send emails through SMTP protocol b…
C 67 4⁄4 ◎ ⏳ 33 100 N/A 44 95 —
17237
xiaobenyang-com
An implementation of a classification-based persistent memory system that enabl…
C 67 5⁄3 ◎ ⏳ 72 37 79 45 95 —
17238
santosh07401
Enables AI agents to interact with Amazon Redshift databases using natural lang…
C 67 4⁄4 ◎ ⏳ 70 82 — 24 81 —
17239
MadnessEngineering
Omnispindle ⚡ Claim
A Python FastMCP server with 33 tools that lets AI agents manage tasks, capture…
C 67 4⁄4 ◎ ⏳ 100 43 — 33 74 —
17240
allenporter
A Home Assistant Model Context Protocol Custom Component
C 67 4⁄4 ◎ ⏳ 60 65 N/A 63 80 —
17241
DeepaRajareddy
Enables AI agents to interact with Amazon Redshift databases using natural lang…
C 67 4⁄4 ◎ ⏳ 70 82 — 24 81 —
17242
mouhamadalmounayar
mcp-confluence ⚡ Claim 1
A model context server that provides prompts that can be used as slash commands…
C 67 4⁄4 ◎ ⏳ 54 75 — 59 81 —
17243
SanLangLOVE
Provides basic mathematical operations including addition, subtraction, multipl…
C 67 4⁄4 ◎ ⏳ 72 83 — 21 81 —
17244
xiaobenyang-com
A service that provides HackerNews content search, retrieval and analysis throu…
C 67 5⁄3 ◎ ⏳ 72 38 80 45 95 —
17245
withinfocus
tba ⚡ Claim
The Blue Alliance MCP server using its API for FIRST Robotics Competition data.…
C 66 5⁄3 ◎ ⏳ 92 71 0 84 83 —
17246
Liplus-Project
github-rag-mcp Claim 1
Enables AI agents to search and retrieve context from GitHub issues, pull reque…
C 66 4⁄4 ◎ ⏳ 94 10 — 73 81 —
17247
himorishige
hatago-mcp-hub ⚡ Claim
Unified MCP Hub for managing multiple Model Context Protocol servers
C 66 4⁄4 ◎ ⏳ 64 40 N/A 84 83 —
17248
imran-siddique
agentos-mcp-server ⚡ Claim 1
Agent OS MCP server for AI agent governance with policy enforcement, code safet…
C 66 4⁄4 ◎ ⏳ 60 40 N/A 91 81 —
17249
wootock
OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. D…
C 66 5⁄5 ◎ ⏳ 96 46 64 27 81 —
17250
cyberia-to
Bostrom MCP ⚡ Claim
86-tool MCP server for Bostrom blockchain: read chain state and sign transactio…
C 66 5⁄3 ◎ ⏳ 90 70 0 71 95 —
Showing 17201–17250 of 69182 servers
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