MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37751
glivera
Professional SEO auditing: 15 tools, 9 checks, CWV, E-E-A-T, schema, GEO. Free …
37752
niketanjain
Provides system diagnostic capabilities including CPU, memory, disk usage, top …
N/A N/A
37753
josephsenior
Local-first autonomous coding agent that plans, executes, validates, and finish…
N/A N/A
37754
PranavNagrecha
Open-source Salesforce knowledge layer for AI coding assistants. 982+ source-gr…
N/A N/A
37755
ebartan
Provide a scaffold for building MCP servers with ease. Accelerate development b…
N/A N/A 95
37756
markswendsen-code
Enables hotel search, booking, reservation management, and rewards tracking for…
N/A N/A
37757
askaudience
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
81
37758
kirandk
vsfclub Claim
N/A N/A 95
37759
tangbodie
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
81
37760
jyou-syo
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
N/A N/A
37761
hopx-mcp Claim 1
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
N/A N/A 81
37762
LoganZechella
A Model Context Protocol server that enables AI assistants to fetch and underst…
N/A N/A 95
37763
lazymac2x
Cloudflare Workers MCP server: font-metadata
37764 N/A N/A 95
37765
omermaksutii
mnemo Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
N/A N/A
37766
bioanywhere
Enables AI applications to interact with the Base Network and Coinbase API for …
81
37767
flomio
PassNinja Claim
Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
N/A N/A
37768
REMnux
Enables AI assistants to search and retrieve information from the REMnux malwar…
81
37769
Browse Power BI workspaces, run DAX queries, and page through large results.
N/A N/A 81
37770
Ching-Chiang
comsol-mcp Claim
MCP server for visible COMSOL automation that attaches to a running COMSOL Mult…
N/A N/A
37771
ahmedEid1
Read-only MCP over an agentic SLR workspace with per-claim citation verification
37772
rifaterdemsahin
mcp_poc Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
N/A N/A
37773
us-all
Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files,…
N/A N/A
37774
ilask
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
81
37775
asiqueira1973
MCP server for Prelo, the Brazilian literary releases aggregator. Enables searc…
37776
snowykte0426
datagsm-mcp Claim
Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
37777
Albaker-Group
MCP server that lets Claude (or any MCP-compatible client) compare on-demand co…
37778
rashidazarang
Crawlio MCP Claim
AI-powered website crawling, analysis, and export via MCP. 38 tools for crawl c…
N/A N/A 95
37779
agentscore-xyz
AgentScore Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
N/A N/A 95
37780
heymrun
heym Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
N/A N/A
37781
kubulashvili
MCP server that provides local caching, sync, and tools for Zepp Life health da…
N/A N/A
37782
LinGeorge2
Enables keyword monitoring, sentiment collection, AI analysis, and report gener…
N/A N/A
37783
superZavier
ContextGC Claim
基于AST解析的上下文智能压缩MCP服务器,通过提取代码骨架和按需展开函数,节省70-90% token,并支持渐进式上下文加载。
N/A N/A
37784
pmxt-dev
pmxt-mcp Claim
MCP server that provides a unified prediction market API for multiple venues li…
37785
xecho-dev
MCP server for adding text and image watermarks to PDF documents, with customiz…
N/A N/A
37786
smythmyke
MCP server for MarkItUp's AI image-annotation pipeline. Generate polished marke…
37787
leocelis
Tracks conversation health in real time — drift, desync, and causal collapse — …
37788
Lightfielder
Pixal3D-MCP Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
N/A N/A
37789
jamjet-labs
Drop-in stdio interceptor that gates MCP tools/call requests through a YAML pol…
N/A N/A
37790
wisesight
Enables access to Zocialeye's social media analytics API for campaign data anal…
81
37791
tengzhijian
Weather MCP Claim
A MCP server for querying real-time weather information for any city worldwide …
37792
abdushakurob
squadco-mcp Claim
Provides your AI coding assistant with direct, structured access to the full Sq…
N/A N/A
37793
JigsawStack
OCR + AI = Magic: Extract data from any image in a consistent structure with f…
N/A N/A 95
37794
yigitkonur
Provide a stateful, session-based calculator server with robust streamable HTTP…
N/A N/A 95
37795
axel-belfort
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
81
37796
NimbleBrainInc
A deep-research MCP server exposing a single task-augmented tool that runs GPT-…
37797
izzy0101010101
Enables management of penetration testing reports and vulnerabilities through a…
81
37798
tenx-studio
An open-source Model Context Protocol server that enables interaction with the …
81
37799
cUDGk
ffmpeg-mcp Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
N/A N/A
37800
Asim971
mcpserber Claim
N/A N/A 95
Showing 37751–37800 of 41157 servers
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