MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
751
Ansvar-Systems
tanzanian-law-mcp Claim 1
Tanzania legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 90 51 81 94
752
bowen31337
ExpressJS MCP Claim
Exposes Express.js API endpoints as MCP tools, preserving existing schemas and …
B 82 55 96 71 65 81 91
753
spences10
Enables integration of Perplexity's AI API with LLMs, delivering advanced chat …
B 82 54 90 76 56 90 91
754
rwese
Manages backlog items and todos with status tracking, priorities, and dependenc…
B 82 55 92 100 N/A 74 95 40
755
ethanolivertroy
fedramp-docs-mcp Claim
Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.
B 82 54 78 62 N/A 88 92 93
756
depfenderdev
Enables users to scan software packages for data exfiltration and security thre…
B 82 54 90 73 N/A 57 92 91
757
gregario
dnd-oracle Claim
D&D 5e SRD reference and analysis with monster search, spell lookup, encounter …
B 82 54 88 60 N/A 74 95 92
758
FlowLLM-AI
Finance MCP Claim 2
Enables financial research and analysis through AI agents that combine web sear…
B 82 55 88 100 69 81 65
759
discourse
mcp Claim 2
Discourse MCP CLI server (stdio) exposing Discourse tools via MCP
B 82 54 86 77 N/A 64 92 88
760
freevisionsk
Enables access to Slovak Registry of Financial Statements data, allowing users …
B 82 66 96 66 89 53 82 94
761
uarlouski
SSH MCP Server Claim
Enables AI assistants to securely execute commands, transfer files, and manage …
B 82 54 78 70 N/A 81 90 96
762
Bluecraft-AI
machfive Claim
Generate hyper-personalized cold email sequences via MachFive API.
B 82 66 78 84 97 45 81 95
763
yut0takagi
mcp-director Claim
A management tool for Claude Code that optimizes performance by recommending an…
B 82 44 76 N/A N/A 55 95 96
764
OmniSocKit
omnisockit-mcp Claim
Turn your AI into a WeCom development expert. 41 SKILLs, 550+ APIs.
B 82 44 72 N/A N/A 64 95 94
765
lu-zhengda
mcp-virtual-fs Claim
An MCP server that provides AI agents with a persistent, PostgreSQL-backed virt…
B 82 54 78 75 78 82 98
766
bootpay
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
B 82 66 100 100 100 25 81 59
767
nicobailon
pi-mcp-adapter Claim
Token-efficient MCP adapter for Pi coding agent
B 82 54 92 66 N/A 76 95 80
768
james-webdev
server Claim
Search UK electronics products across retailers. Real-time prices, stock, and s…
B 82 54 94 67 N/A 54 95 93
769
Anarkh-Lee
Universal DB MCP Claim 1
Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases …
B 82 55 90 72 85 82 83
770
Mnehmos
OODA Computer Control Claim 1
Provides comprehensive computer control capabilities including shell commands, …
B 82 55 90 82 N/A 79 95 57
771
Hengle
Enables AI assistants to analyze and inspect RenderDoc capture files, providing…
B 82 55 72 91 N/A 53 95 92
772
TiM00R
Remote Terminal Claim 1
Execute commands on remote Linux servers through Claude with an interactive web…
B 82 55 75 100 N/A 48 95 81
773
forest6511
secretctl Claim 1
AI-safe secrets manager with MCP integration. Run commands with credentials inj…
B 82 54 76 68 N/A 79 90 99
774
anillahane
GitMCP Claim
Transforms any GitHub repository into a documentation hub for AI assistants, en…
B 82 66 78 100 93 46 81 81
775
erajasekar
AI Diagram Maker Claim
Generate software diagrams from natural language, code, ASCII, images, Mermaid.
B 82 66 84 80 96 64 71 93
776
r33drichards
mcp-js Claim
A Javascript code execution sandbox that uses v8 to isolate code to run AI gene…
B 82 54 96 60 N/A 65 90 92
777
aeriondyseti
Provides local vector-based semantic memory storage for AI assistants to persis…
B 82 54 90 62 N/A 72 92 93
778
Lykhoyda
ask-gemini Claim
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and seco…
B 82 54 84 61 N/A 83 92 92
779
pixellab-code
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
B 82 64 78 100 84 31 95 90
780
Ansvar-Systems
japan-law-mcp Claim
Japan legislation via MCP — full-text search across statutes and provisions
B 82 54 75 93 N/A 47 95 92
781
AbdelStark
bitcoin-mcp Claim 1
₿ A Model Context Protocol (MCP) server that enables AI models to interact with…
B 82 54 86 76 N/A 53 90 100
782
PeterShin23
Enables users to search for events, performers, and venues through the SeatGeek…
B 82 55 88 100 47 81 80
783
Ansvar-Systems
french-law-mcp Claim 1
French legislation via MCP — full-text search across statutes and provisions
B 82 54 71 93 N/A 57 95 89
784
virgilvox
vue-harvest Claim
Extract reusable component libraries and design tokens from Vue applications
B 82 44 81 N/A N/A 50 95 93
785
mattt
Emcee Claim
Generate an MCP server for any OpenAPI documented endpoint.
B 82 55 92 67 69 82 95
786
ktr0731
go-mcp Claim
deprecated: use the official MCP sdk! (https://github.com/modelcontextprotocol/…
B 82 54 90 56 N/A 69 95 100
787
lsendel
spec-kit-mcp Claim
MCP server enabling AI assistants to use GitHub's spec-kit methodology
B 82 54 96 58 N/A 69 92 90
788
openclawcity
Connects Claude agents to a persistent virtual city where they can register, ex…
B 82 55 90 100 28 81 92
789
urjitbhatia
tpm-mcp Claim
An AI-powered Technical Project Manager that enables Claude to track projects, …
B 82 55 94 91 N/A 29 95 82
790
hendrickcastro
MCPQL Claim
A comprehensive Model Context Protocol server for SQL Server database operation…
B 82 55 96 66 64 80 100
791
BlockRunAI
blockrun-mcp Claim 2
Live data for AI agents: search, research, markets, crypto, X/Twitter. Pay per …
B 82 55 88 82 N/A 52 95 85
792
klever-io
mcp-klever-vm Claim 1
Klever blockchain MCP server for smart contract development, on-chain data expl…
B 82 66 81 60 89 90 82 93
793
GHSix
AverbePorto-MCP Claim
Enables integration with the AverbePorto platform for cargo insurance endorseme…
B 82 55 86 100 49 81 84
794
reitsmasieto-wq
Stress recovery protocols via Lightning payments: post-concussion, post-COVID, …
B 82 66 90 100 86 23 81 94
795
jjones-wps
Provides read-only access to Microsoft SQL Server databases using Windows Authe…
B 82 54 94 46 N/A 81 95 98
796
carson-see
Privacy-first document verification anchored to the public ledger.
B 82 44 80 N/A N/A 49 95 98
797
jezweb
An enhanced MCP server that fetches prompts from GitHub repositories with intel…
B 82 55 90 100 31 81 92
798
skwallace36
Pepper Claim
iOS dynamic library MCP for agents
B 82 44 80 N/A N/A 56 95 91
799
Cifero74
mcp-apple-music Claim 1
Apple Music MCP server — search catalog, manage playlists, and access your libr…
B 82 55 88 82 N/A 66 68 100
800
TocharianOU
Kibana Claim 1
Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack in…
B 82 55 88 82 N/A 83 74 85
Showing 751–800 of 44165 servers
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