MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
601
vikramgorla
mcp-swiss Claim 2
68 tools for Swiss open data: transport, weather, geodata, companies, parliamen…
B 82 55 90 83 88 95 51
602
smallmindsco
MongTap Claim 1
Enables LLMs to create, query, and manage MongoDB-compatible databases using na…
B 82 55 96 91 N/A 33 95 75
603
wspringer
HiGHS MCP Server Claim
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
B 82 55 96 66 70 84 90
604
kevinastuhuaman
Trackly CLI Claim
Job tracking CLI + MCP server for AI agents. 99K+ jobs, 775+ companies.
B 82 54 76 72 N/A 76 95 94
605
ttommyth
interactive-mcp Claim
Enables interactive LLM workflows by adding local user prompts and chat capabil…
B 82 54 90 63 N/A 73 90 92
606
LeadMagic
LeadMagic MCP Server Claim 1
Provides 19 B2B data enrichment tools for finding and validating emails, search…
B 82 55 84 75 66 82 99
607
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
608
houtini-ai
Houtini-lm Claim
Houtini LM - LM Studio MCP Server with Expert Prompt Library and Custom Prompti…
B 82 55 67 100 N/A 55 95 87
609
teabagkim
interview-mode Claim
Structured interviewer for Claude Code — probing questions, decision tracking, …
B 82 55 60 100 N/A 57 95 97
610
rfunix
Tengu Claim
Turns Claude into a penetration testing copilot with 80 security tools, safety …
B 82 55 62 82 N/A 79 95 96
611
revsmoke
promptrejectormcp Claim
Security gateway for AI agents: detects prompt injections, jailbreaks, and comm…
B 82 54 90 60 N/A 78 83 98
612
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
613
shinzo-labs
shinzo-ts Claim
TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insig…
B 82 54 100 40 N/A 80 92 97
614
AccelByte
Searchable AccelByte Extend SDK reference (C#, Go, Java, Python) for AI coding …
B 82 55 94 70 65 82 93
615
Joooook
12306-mcp Claim 2
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
B 82 55 66 100 N/A 75 95 74
616
ofershap
mcp-server-cloudflare Claim 1
Manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE.
B 82 55 76 100 62 95 67
617
lyeslabs
mcpgen Claim
Generate Go MCP server boilerplate from OpenAPI 3 specifications
B 82 54 94 52 N/A 68 95 98
618
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
619
EncrEor
rlm-claude Claim 1
Recursive Language Models for Claude Code - Infinite memory solution inspired b…
B 82 55 72 82 N/A 73 94 91
620
aeriondyseti
Provides local vector-based semantic memory storage for AI assistants to persis…
B 82 54 90 62 N/A 72 92 93
621
stacklok
ToolHive is an application that allows you to install, manage and run MCP serve…
B 82 55 84 57 N/A 93 83 100
622
cfdude
An MCP server that enables secure execution of shell commands across Windows, m…
B 82 55 63 100 N/A 89 95 65
623
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
624
Golrigames
Provides access to French Roller Derby rules documentation, enabling search acr…
B 82 54 92 55 N/A 66 94 100
625
evilsocket
nerve Claim
The Simple Agent Development Kit.
B 82 54 92 58 N/A 65 95 94
626
Huangwh826
Halo MCP Server Claim 1
Enables AI assistants to manage Halo blog systems through natural language, sup…
B 82 54 84 68 N/A 69 95 92
627
Hengle
Enables AI assistants to analyze and inspect RenderDoc capture files, providing…
B 82 55 72 91 N/A 53 95 92
628
ariekogan
ateam-mcp Claim
Build, validate, and deploy multi-agent AI solutions from any AI environment.
B 82 66 96 84 82 33 81 99
629
Ansvar-Systems
ghana-law-mcp Claim 1
Ghana legislation via MCP — full-text search across statutes and provisions
B 82 54 75 93 N/A 47 95 94
630
w31r4
Codex MCP Go Claim
MCP server wrapping Codex CLI for stdio-based tool calls.
B 82 54 84 58 N/A 81 90 98
631
saidsurucu
İhale MCP Claim
Enables users to search and access Turkish public procurement data from EKAP v2…
B 82 66 86 92 86 52 81 88
632
Ansvar-Systems
senegalese-law-mcp Claim 1
Senegal legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 93 51 82 93
633
khromov
svelte-llm-mcp Claim 1
An MCP server that provides access to Svelte 5 and SvelteKit documentation
B 82 66 75 90 87 57 82 96
634
snowbikemike
TaScan Claim 1
Universal task protocol — manage projects, tasks, workers, QR codes, and report…
B 82 66 96 86 87 55 67 91
635
Ansvar-Systems
Enables searching and retrieving over 1,100 Zambian statutes and 9,000 provisio…
B 82 66 92 73 93 46 81 93
636
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
637
aws-samples
Collection of examples of how to use Model Context Protocol with AWS.
B 82 54 86 73 N/A 46 95 100
638
domdomegg
Filesystem Claim
Read, create, and edit files.
B 82 54 100 61 N/A 57 90 96
639
jae-jae
g-search-mcp Claim 1
A powerful MCP server for Google search that enables parallel searching with mu…
B 82 54 100 66 N/A 52 90 94
640
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
641
IBM
Enables AI assistants to create professional YouTube videos using Remotion with…
B 82 55 78 74 N/A 76 95 85
642
discourse
discourse-mcp Claim 2
Official Discourse MCP server for forum integration. Search topics, read posts,…
B 82 54 86 77 64 92 88
643
JonesRobM
physbound Claim
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
B 82 55 72 82 N/A 71 95 92
644
purupurupu
Chrome DevTools extension that detects CSS properties with no effect
B 82 44 72 N/A N/A 61 95 99
645
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
646
nexbid-dev
discovery Claim
Search and discover advertiser products through an open marketplace for AI agen…
B 82 66 84 86 92 39 84 94
647
Ansvar-Systems
thailand-law-mcp Claim
Thai law database — PDPA, Computer Crime Act, Cybersecurity Act, ETA with full-…
B 82 54 75 93 N/A 48 95 93
648
tachibanayu24
jgrants-mcp Claim
デジタル庁による補助金APIをラップしたMCPサーバーです。
B 82 55 80 100 59 81 82
649
aezizhu
Shortcut MCP Claim
Enables users to save frequently used long prompts as simple shortcuts like /re…
B 82 54 96 68 N/A 50 95 90
650
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
Showing 601–650 of 67181 servers
« Prev 1 11 12 13 14 15 1344 Next »