MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
751
levelsofself
self-awareness-game Claim 1
Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MC…
B 82 66 96 66 100 50 80 90
752
Mnehmos
OODA Computer Control Claim 1
Provides comprehensive computer control capabilities including shell commands, …
B 82 55 90 82 N/A 79 95 57
753
wspringer
HiGHS MCP Server Claim
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
B 82 55 96 66 70 84 90
754
JaviMaligno
postgres_mcp Claim
PostgreSQL MCP server with 14 tools for querying, schema exploration, and table…
B 82 54 100 62 N/A 47 92 98
755
jjones-wps
Provides read-only access to Microsoft SQL Server databases using Windows Authe…
B 82 54 94 46 N/A 81 95 98
756
debu-sinha
excalidraw Claim
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
B 82 54 84 72 N/A 67 95 90
757
apify
mcp-cli Claim
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAut…
B 82 54 90 43 N/A 90 95 99
758
loda-lang
Enables exploration and computation of mathematical integer sequences from OEIS…
B 82 55 78 100 49 81 91
759
calebl
YNAB MCP Server Claim 2
A Model Context Protocol server that enables AI-powered interaction with YNAB (…
B 82 55 69 100 76 81 86
760
eLyiN
Codex Bridge Claim
Enables AI coding assistants to interact with OpenAI's Codex AI through the off…
B 82 55 72 82 N/A 78 95 86
761
paulieb89
UK Legal Research Claim 1
UK legal research — case law, legislation, Hansard, bills, votes, committees, H…
B 82 66 94 72 90 47 81 95
762
geekbot-com
Geekbot MCP Claim
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
B 82 54 90 65 N/A 71 90 93
763
FayAndXan
spectrawl Claim
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
B 82 55 100 68 N/A 66 81 87
764
Hengle
Enables AI assistants to analyze and inspect RenderDoc capture files, providing…
B 82 55 72 91 N/A 53 95 92
765
aws-samples
Collection of examples of how to use Model Context Protocol with AWS.
B 82 54 86 73 N/A 46 95 100
766
purupurupu
Chrome DevTools extension that detects CSS properties with no effect
B 82 44 72 N/A N/A 61 95 99
767
uarlouski
ssh-mcp-server Claim
B 82 54 78 70 N/A 81 90 96
768
kiliman
codemesh Claim
The Self-Improving MCP Server - Agents write code to orchestrate multiple MCP s…
B 82 54 96 58 N/A 64 95 91
769
markswendsen-code
mcp-hilton Claim 1
An MCP server that enables AI agents to search Hilton hotels, manage reservatio…
B 82 55 79 100 N/A 30 95 90
770
mikechao
metmuseum-mcp Claim
Metropolitan Museum of Art Collection API integration to search and display art…
B 82 55 90 62 78 82 96
771
microsoft
DebugMCP Claim
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
B 82 54 84 62 N/A 73 94 98
772
nkarasiak
QGIS MCP Claim 1
An MCP server that enables AI assistants to directly control QGIS for tasks lik…
B 82 55 79 82 N/A 49 95 96
773
eddmann
intervals-icu-mcp Claim
MCP server enabling LLMs to interact with Intervals.icu - training data, wellne…
B 82 55 66 100 N/A 46 94 95
774
NickSmet
mcp-local-memory Claim
Lightweight local memory for your AI agent. SQLite + embeddings, zero setup, no…
B 82 54 96 68 N/A 51 95 90
775
Dynamic-Mockups
Dynamic Mockups Claim 1
Enables AI assistants to generate product mockups by integrating with the Dynam…
B 82 66 92 81 87 48 81 93
776
hdresearch
A server that provides a persistent Python REPL environment through the MCP pro…
B 82 55 86 100 N/A 51 95 66
777
jir13
Enables natural language interaction with Betaflight FPV drone flight controlle…
B 82 55 84 91 N/A 27 95 97
778
freevisionsk
Enables access to Slovak Registry of Financial Statements data, allowing users …
B 82 66 96 66 89 53 82 94
779
sieteunoseis
mcp-cisco-support Claim 1
A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Sup…
B 82 55 96 100 79 81 44
780
heyadam
Provides AI assistants with access to a production-ready design system includin…
B 82 66 92 78 96 31 82 99
781
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
782
scanadi
MCP AI Memory Claim
Enables AI agents to store, retrieve, and manage contextual knowledge across se…
B 82 55 100 60 75 81 90
783
habedi
omni-lpr Claim 1
An MCP server for automatic license plate recognition
B 82 54 75 76 N/A 68 90 100
784
iconben
Z-Image Studio Claim
A local text-to-image generation server that enables AI agents to generate imag…
B 82 55 96 61 78 80 93
785
ambient-code
Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents…
B 82 55 86 100 55 81 79
786
lu-zhengda
Virtual Filesystem Claim
PostgreSQL-backed virtual filesystem for agents: session isolation, shared stor…
B 82 54 78 75 N/A 78 82 98
787
tuananh
hyper-mcp Claim
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly …
B 82 54 96 53 N/A 58 95 100
788
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
789
gogogadgetbytes
planka Claim 3
MCP server for PLANKA kanban boards. Full CRUD for cards, tasks, comments, and …
B 82 55 75 100 N/A 48 83 95
790
idapixl
algora-mcp-server Claim
Browse and search open-source bounties on Algora. 5 tools: list, search, filter…
B 82 55 94 100 30 81 85
791
Ansvar-Systems
bahraini-law-mcp Claim 1
Bahrain legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 93 51 80 92
792
cobanov
teslamate-mcp Claim
A Model Context Protocol (MCP) server that provides access to your TeslaMate da…
B 82 54 94 67 N/A 50 90 100
793
keyurgolani
TasksMultiServer Claim 1
Multi-interface task management system that enables AI agents and users to mana…
B 82 55 100 65 59 82 97
794
GHSix
AverbePorto-MCP Claim
Enables integration with the AverbePorto platform for cargo insurance endorseme…
B 82 55 86 100 49 81 84
795
OWASP-BLT
BLT-MCP Claim
Provides AI agents with structured access to the OWASP Bug Logging Tool (BLT) e…
B 82 55 100 66 61 82 94
796
rwese
Manages backlog items and todos with status tracking, priorities, and dependenc…
B 82 55 92 100 N/A 74 95 40
797
tecnomanu
Provides real-time access to the Nerdearla conference agenda, enabling users to…
B 82 55 84 100 34 81 98
798
shareseer
MCP to Access SEC filings, financials & insider trading data in real time using…
B 82 66 94 76 97 36 81 90
799
discourse
mcp Claim 2
Discourse MCP CLI server (stdio) exposing Discourse tools via MCP
B 82 54 86 77 N/A 64 92 88
800
kevin-weitgenant
Provides tools for automating LinkedIn job post search and management. Job opp…
B 82 54 94 72 N/A 47 92 92
Showing 751–800 of 30006 servers
« Prev 1 14 15 16 17 18 601 Next »