MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
701
JordanGunn
GDAL MCP Claim 2
An MCP server providing geospatial analysis tools for raster and vector data, i…
B 83 55 75 82 85 83 91
702
douglasborthwick-crypto
insumer Claim
Read-first blockchain verification. ECDSA-signed booleans across 32 chains. 26 …
B 83 55 78 100 N/A 66 78 90
703
dagger
Containerized environments for coding agents. Multiple agents can work independ…
B 83 54 84 67 N/A 87 90 92
704
firesh
Enables monitoring of domain registration information via WHOIS lookup and SSL …
B 83 66 86 100 88 27 81 100
705
Ansvar-Systems
tunisian-law-mcp Claim 1
Tunisia legislation via MCP -- full-text search across statutes and provisions
B 83 66 92 73 97 51 82 93
706
dannystocker
Enables secure coordination between multiple LLM agents through authenticated m…
B 83 54 90 72 N/A 52 95 99
707
kiransth77
AionMCP Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
B 83 54 90 61 N/A 74 92 95
708
onamfc
TypeScript starter template for building Model Context Protocol (MCP) servers, …
B 83 54 100 61 N/A 66 90 92 HT
709
p1va
symbols Claim
MCP server to read, inspect and troubleshoot codebase symbols
B 83 54 88 58 N/A 76 95 97
710
Ravenight13
Enables AI assistants to semantically search and understand code repositories u…
B 83 55 100 87 42 81 92
711
xelektron
Token Enhancer Claim
Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches…
B 83 44 78 N/A N/A 53 95 99
712
PaulieB14
graph-lending-mcp Claim
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
B 83 55 72 100 64 95 77
713
robinmordasiewicz
Enables real-time monitoring of F5 Cloud service status, including tracking 148…
B 83 55 86 65 82 83 99
714
Hamzaaamin
get-joke Claim
Minimal MCP server that returns a random programming joke.
B 83 55 78 87 N/A 50 95 100
715
egegungordu
Provides a structured interface to the Japanese National Diet Library's parliam…
B 83 66 88 100 99 20 81 91
716
rog0x
math Claim
Calculator, units, statistics for AI agents
B 83 44 90 N/A N/A 40 95 96
717
markswendsen-code
doordash Claim 1
DoorDash food delivery - order food, search restaurants.
B 83 55 90 100 N/A 32 95 83
718
chhavimishra
Search ethical, origin-verified products and brands by country of origin
B 83 54 100 55 N/A 69 94 95
719
southleft
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
B 83 55 84 82 N/A 59 95 90
720
Agent-Hellboy
mcp-server-fuzzer Claim
A generic mcp server fuzzer
B 83 54 92 61 N/A 82 92 89
721
kalyangupta12
Provides AI assistants with read-only access to inspect database schemas, previ…
B 83 55 94 72 68 80 96
722
jhlee0409
Elenchus MCP Server Claim 1
An adversarial code verification system that uses a Verifier-Critic debate loop…
B 83 55 90 82 N/A 73 95 69
723
baryhuang
The only general AI agent that does NOT requires extra API key, giving you full…
B 83 54 96 62 N/A 68 87 99
724
Sandip124
wisegit Claim
Extracts decision intent from git history and protects intentional code from AI…
B 83 44 72 N/A N/A 76 95 89
725
AiondaDotCom
MCP Salesforce Server Claim 1
Enables AI assistants to interact with Salesforce through a secure interface fo…
B 83 54 96 68 N/A 58 90 94
726
Web3Auth
Helps AI coding agents integrate MetaMask Embedded Wallets (Web3Auth) SDKs.
B 83 66 78 88 96 57 81 91
727
blade47
ShadowGit MCP Server Claim 1
Provides AI assistants with secure, read-only access to ShadowGit repositories …
B 83 54 100 60 N/A 61 92 94
728
tdisawas0github
Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…
B 83 55 78 100 N/A 25 95 100
729
kaimeilabs
Deterministic recipe verification engine — validates AI-generated recipes again…
B 83 66 78 100 92 45 81 93
730
henilcalagiya
mcp-apple-notes Claim 1
MCP server for Apple Notes integration using AppleScript with full CRUD operati…
B 83 55 69 100 N/A 62 95 86
731
JustinBeckwith
gongio-mcp Claim 1
MCP server for Gong.io - access calls, transcripts, and users
B 83 54 73 76 N/A 79 95 96
732
langchain-ai
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
B 83 54 72 73 N/A 80 95 100
733
mikechao
Web, Image, News, Video, and Local Point of Interest search capabilities using …
B 83 55 88 70 81 82 94
734
Galbaz1
video-research-mcp Claim
45-tool MCP server for video analysis, deep research, content extraction, web s…
B 83 54 88 55 85 95 93
735
unulu-ai
unulu Claim
AI agent website builder. Create and publish link-in-bio sites via MCP or REST …
B 83 66 92 84 99 37 81 91
736
n24q02m
Knowledge graph for token-efficient code reviews with fixed search and configur…
B 83 44 76 N/A N/A 86 83 91
737
quanttogo
Get real-time buy/sell trading signals for US and China markets. Query strategy…
B 83 66 81 96 73 72 82 92
738
k2wanko
Enables text-to-speech synthesis using VOICEPEAK software with support for cust…
B 83 54 86 65 N/A 69 92 99
739
lapfelix
xcodemcp Claim
Control Xcode directly via JXA for build, test, debug operations with XCLogPars…
B 83 54 96 51 N/A 73 95 100
740
aplaceforallmystuff
mcp-fantastical Claim
MCP server for Fantastical calendar app - create events, view calendar, and man…
B 83 54 100 58 N/A 59 95 96
741
andrea9293
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document m…
B 83 54 88 58 N/A 85 90 99
742
timescale
pg-aiguide Claim 2
Comprehensive PostgreSQL documentation and best practices, including ecosystem …
B 83 66 100 80 92 75 61 85
743
qckfx
Provides AI agents with powerful JavaScript/TypeScript code analysis and transf…
B 83 55 84 100 59 81 85
744
cyanheads
mcp-ts-core Claim
Agent-native TypeScript framework for building MCP servers with declarative def…
B 83 54 84 75 N/A 70 92 90
745
anish632
Validate AI claims against live data: check endpoints, count competitors, and t…
B 83 66 90 70 96 54 80 98
746
cyanheads
openalex-mcp-server Claim 2
Access the OpenAlex academic research catalog - 270M+ publications via MCP. STD…
B 83 66 100 80 96 57 61 91
747
egarcia74
Enables secure database operations on SQL Server instances through a three-tier…
B 83 55 94 61 81 81 100
748
quanticsoul4772
Enables secure command-line interactions on Windows systems through PowerShell,…
B 83 55 96 82 N/A 54 90 84
749
qingmu0v0
mcp-server-mysql Claim
B 82 54 94 71 N/A 50 95 92
750
rwese
Manages backlog items and todos with status tracking, priorities, and dependenc…
B 82 55 92 100 N/A 74 95 40
Showing 701–750 of 30006 servers
« Prev 1 13 14 15 16 17 601 Next »