MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
501
WeePulse
Enables AI assistants to analyze and optimize PostgreSQL database performance b…
B 83 5⁄5 ◉ ⏳ 94 65 — 71 83 100
502
gergelyszerovay
Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers …
B 83 5⁄4 ◉ ⏳ 94 72 N/A 42 94 100
503
sh-patterson
fec-mcp-server ⚡ Claim
Query FEC campaign finance data — search candidates, track donations, analyze s…
B 83 5⁄5 ◉ ⏳ 94 77 — 67 81 89
504
southleft
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
B 83 5⁄5 ◉ ⏳ 84 82 N/A 59 95 90
505
baryhuang
The only general AI agent that does NOT requires extra API key, giving you full…
B 83 5⁄4 ◉ ⏳ 96 62 N/A 68 87 99
506
SaptaDey
Enable advanced scientific reasoning by leveraging graph structures and dynamic…
B 83 5⁄4 ◉ ⏳ 96 75 N/A 58 90 88
507
egoughnour
massive-context-mcp ⚡ Claim 1
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama infere…
B 83 5⁄5 ◉ ⏳ 72 82 N/A 77 95 90
508
alucardeht
Figma MCP Claim 1
Enables interaction with Figma files through intelligent API access, providing …
B 83 5⁄5 ◉ ⏳ 100 100 — 32 81 84
509
serenichron
mcp-cloudron ⚡ Claim 2
An MCP server for managing Cloudron instances that enables monitoring and contr…
B 83 5⁄5 ◉ ⏳ 81 100 — 59 81 89
510
EfrainTorres
Local-first MCP server for Originality.ai workflows, including AI detection, pl…
B 83 5⁄4 ◉ ⏳ 90 72 N/A 59 92 97
511
egarcia74
Enables secure database operations on SQL Server instances through a three-tier…
B 83 5⁄5 ◉ ⏳ 94 61 — 81 81 100
512
softeria
ms-365-mcp-server ⚡ Claim
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite …
B 83 5⁄5 ◉ ⏳ 90 70 — 81 77 99
513
ElliotPadfield
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
B 83 5⁄5 ◉ ⏳ 94 100 — 43 81 83
514
p1va
symbols ⚡ Claim
MCP server to read, inspect and troubleshoot codebase symbols
B 83 5⁄4 ◉ ⏳ 88 58 N/A 76 95 97
515
MatanYemini
bitbucket-mcp ⚡ Claim
Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitb…
B 83 5⁄4 ◉ ⏳ 90 67 N/A 68 90 95
516
cyanheads
openalex-mcp-server ⚡ Claim 2
Access the OpenAlex academic research catalog — 270M+ publications.
B 83 6⁄6 ◉ ⏳ 100 80 96 57 61 91
517
elliot35
Governance gateway for AI agents — bounded, auditable, session-aware control wi…
B 83 5⁄4 ◉ ⏳ 90 70 N/A 65 90 94
518
FlashAlpha-lab
flashalpha Claim
Real-time options analytics: GEX, exposure, greeks, volatility, VRP for US equi…
B 83 6⁄6 ◉ ⏳ 80 100 88 39 81 96
519
syucream
lightdash-mcp-server ⚡ Claim 1
A MCP(Model Context Protocol) server that accesses to Lightdash
B 83 5⁄5 ◉ ⏳ 88 82 N/A 69 95 73
520
aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
B 83 5⁄5 ◉ ⏳ 100 70 — 71 82 85
521
Ansvar-Systems
mexican-law-mcp ⚡ Claim
Mexican legislation via MCP — full-text search across statutes and provisions
B 83 5⁄4 ◉ ⏳ 75 93 N/A 46 95 95
522
drewkhoury
Devpipe MCP Server ⚡ Claim 1
Enables AI assistants to interact with devpipe, a local pipeline runner, allowi…
B 83 5⁄5 ◉ ⏳ 84 100 N/A 79 95 52
523
saidsurucu
YokTez MCP ⚡ Claim
Enables searching the YÖK National Thesis Center and retrieving thesis contents…
B 83 6⁄6 ◉ ⏳ 86 93 88 48 81 91
524
paralov
Enables AI coding tools to control Roblox Studio for workspace exploration, ins…
B 83 5⁄5 ◉ ⏳ 78 100 N/A 51 89 86
525
JustinBeckwith
gongio-mcp ⚡ Claim 1
MCP server for Gong.io - access calls, transcripts, and users
B 83 5⁄4 ◉ ⏳ 73 76 N/A 79 95 96
526
joinly-ai
joinly ⚡ Claim
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…
B 83 5⁄5 ◉ ⏳ 90 65 — 83 80 99
527
ptylr
Enables quality checking and content management for websites through the Crownp…
B 83 5⁄5 ◉ ⏳ 94 70 — 65 81 99
528
s-morgan-jeffries
apple-mail-mcp ⚡ Claim 1
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
B 83 5⁄5 ◉ ⏳ 82 82 N/A 51 95 100
529
Ansvar-Systems
uk-law-mcp ⚡ Claim
UK legislation via MCP — full-text search across statutes and provisions
B 83 5⁄4 ◉ ⏳ 71 93 N/A 61 95 92
530
Acceleronix
CMP MCP Server ⚡ Claim
Enables integration with CMP (Connectivity Management Platform) API to query an…
B 83 6⁄6 ◉ ⏳ 100 86 98 29 80 84
531
MicrosoftDocs
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples fo…
B 83 6⁄6 ◉ ⏳ 90 80 96 45 81 93
532
alvinveroy
CodeCompass ⚡ Claim
Helps developers tackle legacy codebases by giving AI coding assistants context…
B 83 5⁄4 ◉ ⏳ 94 58 — 76 90 98
533
guodaxia9527
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
B 83 4⁄4 ◉ ⏳ 78 N/A N/A 57 95 96
534
rog0x
math ⚡ Claim
Calculator, units, statistics for AI agents
B 83 4⁄4 ◉ ⏳ 90 N/A N/A 40 95 96
535
SanderMoon
local-brain Claim
A CLI tool for managing projects
B 83 4⁄4 ◉ ⏳ 68 N/A N/A 71 95 99
536
cafeTechne
Antigravity Link ⚡ Claim
MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE …
B 83 4⁄4 ◉ ⏳ 81 N/A N/A 70 83 98
537
quanttogo
Get real-time buy/sell trading signals for US and China markets. Query strategy…
B 83 6⁄6 ◉ ⏳ 81 96 73 72 82 92
538
timescale
tiger-cli Claim
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP ser…
B 83 5⁄4 ◉ ⏳ 96 66 N/A 77 83 93
539
isaachansen
Wiki OSRS MCP ⚡ Claim
Provides access to Old School RuneScape wiki information and game data through …
B 83 6⁄6 ◉ ⏳ 84 100 97 29 81 93
540
IcyHot09
MCP server bridging OpenGrok search engine with AI for instant context across m…
B 83 5⁄4 ◉ ⏳ 88 72 N/A 69 92 93
541
kalyangupta12
Provides AI assistants with read-only access to inspect database schemas, previ…
B 83 5⁄5 ◉ ⏳ 94 72 — 68 80 96
542
Docat0209
graphql ⚡ Claim
Turn any GraphQL API into MCP tools. Zero config, zero code.
B 82 5⁄5 ◉ ⏳ 90 68 N/A 71 80 97
543
stacklok
ToolHive is an application that allows you to install, manage and run MCP serve…
B 82 5⁄5 ◉ ⏳ 84 57 N/A 93 83 100
544
javimaligno
postgres_mcp ⚡ Claim
B 82 5⁄4 ◉ ⏳ 100 62 N/A 47 92 97
545
Ansvar-Systems
thailand-law-mcp ⚡ Claim
Thai law database — PDPA, Computer Crime Act, Cybersecurity Act, ETA with full-…
B 82 5⁄4 ◉ ⏳ 75 93 N/A 48 95 93
546
treasure-data
Enables AI assistants to query and interact with Treasure Data through a secure…
B 82 5⁄5 ◉ ⏳ 92 72 — 82 80 83
547
tecnomanu
Provides real-time access to the Nerdearla conference agenda, enabling users to…
B 82 5⁄5 ◉ ⏳ 84 100 — 34 81 98
548
Dazlarus
Enables autonomous coding agents to escalate complex technical questions to Cha…
B 82 5⁄4 ◉ ⏳ 96 68 N/A 52 90 96
549
sitbon
magg ⚡ Claim
Meta-MCP server that lets LLMs discover, install and orchestrate multiple MCP s…
B 82 5⁄5 ◉ ⏳ 92 68 — 76 76 97
550
marshally
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refact…
B 82 5⁄5 ◉ ⏳ 84 74 N/A 68 92 89
Showing 501–550 of 68948 servers
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